Publications: Anima Anandkumar
Download CSV for Anima Anandkumar
| Title | Year | Citations | Score |
|---|---|---|---|
|
SegFormer: Simple and efficient design for semantic segmentation with transformers
Advances in neural information processing systems 34, 12077-12090, 2021 View Details |
2021 | 6075 | 99.9% |
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Fourier Neural Operator for Parametric Partial Differential Equations
International Conference on Learning Representations, 2021 View Details |
2021 | 3139 | 99.9% |
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Scientific discovery in the age of artificial intelligence
Nature 620 (7972), 47-60, 2023 View Details |
2023 | 1098 | 99.8% |
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Neural operator: Learning maps between function spaces with applications to pdes
Journal of Machine Learning Research 24 (89), 1-97, 2023 View Details |
2023 | 1071 | 99.8% |
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Voyager: An open-ended embodied agent with large language models
arXiv preprint arXiv:2305.16291, 2023 View Details |
2023 | 937 | 99.8% |
|
Fourcastnet: A global data-driven high-resolution weather model using adaptive fourier neural operators
arXiv preprint arXiv:2202.11214, 2022 View Details |
2022 | 921 | 99.8% |
|
Physics-informed neural operator for learning partial differential equations
ACM/JMS Journal of Data Science 1 (3), 1-27, 2024 View Details |
2024 | 556 | 99.7% |
|
Diffusion models for adversarial purification
arXiv preprint arXiv:2205.07460, 2022 View Details |
2022 | 556 | 99.5% |
|
Eureka: Human-level reward design via coding large language models
arXiv preprint arXiv:2310.12931, 2023 View Details |
2023 | 373 | 99.5% |
|
Fourier neural operator with learned deformations for pdes on general geometries
Journal of Machine Learning Research 24 (388), 1-26, 2023 View Details |
2023 | 294 | 99.4% |
|
U-FNO—An enhanced Fourier neural operator-based deep-learning model for multiphase flow
Advances in Water Resources 163, 104180, 2022 View Details |
2022 | 420 | 99.4% |
|
Minedojo: Building open-ended embodied agents with internet-scale knowledge
Advances in Neural Information Processing Systems 35, 18343-18362, 2022 View Details |
2022 | 391 | 99.3% |
|
Neural operator: Graph kernel network for partial differential equations
arXiv preprint arXiv:2003.03485, 2020 View Details |
2020 | 925 | 99.3% |
|
Leandojo: Theorem proving with retrieval-augmented language models
Advances in Neural Information Processing Systems 36, 21573-21612, 2023 View Details |
2023 | 261 | 99.3% |
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Voxformer: Sparse voxel transformer for camera-based 3d semantic scene completion
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023 View Details |
2023 | 255 | 99.3% |
|
signSGD: Compressed optimisation for non-convex problems
International Conference on Machine Learning, 560-569, 2018 View Details |
2018 | 1371 | 99.2% |
|
Test-time prompt tuning for zero-shot generalization in vision-language models
Advances in Neural Information Processing Systems 35, 14274-14289, 2022 View Details |
2022 | 356 | 99.2% |
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Born again neural networks
International conference on machine learning, 1607-1616, 2018 View Details |
2018 | 1286 | 99.2% |
|
Physics-informed machine learning: case studies for weather and climate modelling
Philosophical Transactions of the Royal Society A 379 (2194), 20200093, 2021 View Details |
2021 | 540 | 99.1% |
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Galore: Memory-efficient llm training by gradient low-rank projection
arXiv preprint arXiv:2403.03507, 2024 View Details |
2024 | 157 | 99.1% |
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Tensor decompositions for learning latent variable models
The Journal of Machine Learning Research 15 (1), 2773-2832, 2014 View Details |
2014 | 1437 | 99.1% |
|
Neural operators for accelerating scientific simulations and design
Nature Reviews Physics 6 (5), 320-328, 2024 View Details |
2024 | 141 | 99.0% |
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ISB: Image-to-Image Schr\"odinger Bridge
arXiv preprint arXiv:2302.05872, 2023 View Details |
2023 | 189 | 98.9% |
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Multi-modal molecule structure–text model for text-based retrieval and editing
Nature Machine Intelligence 5 (12), 1447-1457, 2023 View Details |
2023 | 178 | 98.8% |
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Pre-Trained Language Models for Interactive Decision-Making
Advances in Neural Information Processing Systems, 2022 View Details |
2022 | 254 | 98.8% |
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Mimicplay: Long-horizon imitation learning by watching human play
arXiv preprint arXiv:2302.12422, 2023 View Details |
2023 | 172 | 98.7% |
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Vima: General robot manipulation with multimodal prompts
arXiv preprint arXiv:2210.03094 2 (3), 6, 2022 View Details |
2022 | 232 | 98.6% |
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Efficient token mixing for transformers via adaptive fourier neural operators
International conference on learning representations, 2021 View Details |
2021 | 364 | 98.6% |
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Understanding the robustness in vision transformers
International conference on machine learning, 27378-27394, 2022 View Details |
2022 | 227 | 98.6% |
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Neural-fly enables rapid learning for agile flight in strong winds
Science Robotics 7 (66), eabm6597, 2022 View Details |
2022 | 222 | 98.5% |
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Vima: Robot manipulation with multimodal prompts
View Details |
2023 | 144 | 98.5% |
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A text-guided protein design framework
Nature Machine Intelligence, 1-12, 2025 View Details |
2025 | 65 | 98.5% |
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Spherical fourier neural operators: Learning stable dynamics on the sphere
International conference on machine learning, 2806-2823, 2023 View Details |
2023 | 143 | 98.5% |
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Artificial intelligence for science in quantum, atomistic, and continuum systems
arXiv preprint arXiv:2307.08423, 2023 View Details |
2023 | 141 | 98.4% |
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Fast sampling of diffusion models via operator learning
International conference on machine learning, 42390-42402, 2023 View Details |
2023 | 138 | 98.4% |
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MBEV: Multi-Camera Joint 3D Detection and Segmentation with Unified Birds-Eye View Representation
arXiv preprint arXiv:2204.05088, 2022 View Details |
2022 | 206 | 98.3% |
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Multipole graph neural operator for parametric partial differential equations
Advances in Neural Information Processing Systems 33, 6755-6766, 2020 View Details |
2020 | 462 | 98.3% |
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Stochastic activation pruning for robust adversarial defense
arXiv preprint arXiv:1803.01442, 2018 View Details |
2018 | 731 | 98.3% |
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Panoptic segformer: Delving deeper into panoptic segmentation with transformers
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 View Details |
2022 | 203 | 98.3% |
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State-specific protein–ligand complex structure prediction with a multiscale deep generative model
Nature Machine Intelligence 6 (2), 195-208, 2024 View Details |
2024 | 86 | 98.1% |
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GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics
The International Journal of High Performance Computing Applications 37 (6 …, 2023 View Details |
2023 | 116 | 98.0% |
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Tensorly: Tensor learning in python
Journal of Machine Learning Research 20 (26), 1-6, 2019 View Details |
2019 | 477 | 97.9% |
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Self-calibrating neural radiance fields
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 View Details |
2021 | 267 | 97.9% |
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Geometry-informed neural operator for large-scale 3d pdes
Advances in Neural Information Processing Systems 36, 35836-35854, 2023 View Details |
2023 | 98 | 97.6% |
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Deep active learning for named entity recognition
arXiv preprint arXiv:1707.05928, 2017 View Details |
2017 | 595 | 97.6% |
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Fb-bev: Bev representation from forward-backward view transformations
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 View Details |
2023 | 95 | 97.5% |
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A vision transformer for decoding surgeon activity from surgical videos
Nature biomedical engineering 7 (6), 780-796, 2023 View Details |
2023 | 87 | 97.2% |
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Freesolo: Learning to segment objects without annotations
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 View Details |
2022 | 136 | 97.2% |
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Real-time high-resolution CO 2 geological storage prediction using nested Fourier neural operators
Energy & Environmental Science 16 (4), 1732-1741, 2023 View Details |
2023 | 86 | 97.2% |
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# COVIDisAirborne: AI-enabled multiscale computational microscopy of delta SARS-CoV-2 in a respiratory aerosol
The international journal of high performance computing applications 37 (1 …, 2023 View Details |
2023 | 85 | 97.1% |
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Neural lander: Stable drone landing control using learned dynamics
2019 international conference on robotics and automation (icra), 9784-9790, 2019 View Details |
2019 | 365 | 97.1% |
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Densepure: Understanding diffusion models for adversarial robustness
The Eleventh International Conference on Learning Representations, 2023 View Details |
2023 | 84 | 97.1% |
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OrbNet: Deep learning for quantum chemistry using symmetry-adapted atomic-orbital features
The Journal of chemical physics 153 (12), 2020 View Details |
2020 | 296 | 97.0% |
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Focalformer3d: focusing on hard instance for 3d object detection
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 View Details |
2023 | 79 | 96.8% |
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Informing geometric deep learning with electronic interactions to accelerate quantum chemistry
Proceedings of the National Academy of Sciences 119 (31), e2205221119, 2022 View Details |
2022 | 121 | 96.8% |
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Tensor methods in computer vision and deep learning
Proceedings of the IEEE 109 (5), 863-890, 2021 View Details |
2021 | 180 | 96.4% |
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Long-short transformer: Efficient transformers for language and vision
Advances in neural information processing systems 34, 17723-17736, 2021 View Details |
2021 | 166 | 96.1% |
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Shaping the water-harvesting behavior of metal–organic frameworks aided by fine-tuned GPT models
Journal of the American Chemical Society 145 (51), 28284-28295, 2023 View Details |
2023 | 64 | 96.0% |
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Fast training of diffusion models with masked transformers
arXiv preprint arXiv:2306.09305, 2023 View Details |
2023 | 61 | 95.8% |
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Shall we pretrain autoregressive language models with retrieval? a comprehensive study
arXiv preprint arXiv:2304.06762, 2023 View Details |
2023 | 60 | 95.7% |
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Minvis: A minimal video instance segmentation framework without video-based training
Advances in Neural Information Processing Systems 35, 31265-31277, 2022 View Details |
2022 | 94 | 95.6% |
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Regularized learning for domain adaptation under label shifts
arXiv preprint arXiv:1903.09734, 2019 View Details |
2019 | 257 | 95.5% |
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Simulation intelligence: Towards a new generation of scientific methods
arXiv preprint arXiv:2112.03235, 2021 View Details |
2021 | 143 | 95.2% |
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AugMax: Adversarial Composition of Random Augmentations for Robust Training
Advances in Neural Information Processing Systems, 2021 View Details |
2021 | 138 | 95.0% |
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Plasma surrogate modelling using Fourier neural operators
Nuclear Fusion 64 (5), 056025, 2024 View Details |
2024 | 37 | 94.9% |
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Non-convex robust PCA
Advances in neural information processing systems 27, 2014 View Details |
2014 | 379 | 94.8% |
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A learning-based multiscale method and its application to inelastic impact problems
Journal of the Mechanics and Physics of Solids 158, 104668, 2022 View Details |
2022 | 83 | 94.8% |
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Prismer: A vision-language model with an ensemble of experts
arXiv preprint arXiv:2303.02506 3, 2023 View Details |
2023 | 51 | 94.8% |
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Advdo: Realistic adversarial attacks for trajectory prediction
European Conference on Computer Vision, 36-52, 2022 View Details |
2022 | 81 | 94.7% |
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A multi-institutional study using artificial intelligence to provide reliable and fair feedback to surgeons
Communications Medicine 3 (1), 42, 2023 View Details |
2023 | 49 | 94.6% |
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A method of moments for mixture models and hidden Markov models
Conference on learning theory, 33.1-33.34, 2012 View Details |
2012 | 399 | 94.3% |
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Robust trajectory prediction against adversarial attacks
Conference on robot learning, 128-137, 2023 View Details |
2023 | 46 | 94.2% |
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Towards large-scale quantum optimization solvers with few qubits
Nature Communications 16 (1), 476, 2025 View Details |
2025 | 19 | 94.1% |
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Long-term forecasting using tensor-train rnns
View Details |
2018 | 260 | 94.1% |
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Exploring the limits of domain-adaptive training for detoxifying large-scale language models
Advances in Neural Information Processing Systems 35, 35811-35824, 2022 View Details |
2022 | 73 | 93.9% |
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Stability constrained reinforcement learning for real-time voltage control
2022 American Control Conference (ACC), 2715-2721, 2022 View Details |
2022 | 73 | 93.9% |
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Distributed algorithms for learning and cognitive medium access with logarithmic regret
IEEE Journal on Selected Areas in Communications 29 (4), 731-745, 2011 View Details |
2011 | 407 | 93.9% |
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Score-based diffusion models in function space
arXiv preprint arXiv:2302.07400, 2023 View Details |
2023 | 43 | 93.7% |
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Convolutional tensor-train LSTM for spatio-temporal learning
Advances in Neural Information Processing Systems 33, 13714-13726, 2020 View Details |
2020 | 165 | 93.7% |
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MEGATRON-CNTRL: Controllable story generation with external knowledge using large-scale language models
arXiv preprint arXiv:2010.00840, 2020 View Details |
2020 | 161 | 93.5% |
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Beating the perils of non-convexity: Guaranteed training of neural networks using tensor methods
arXiv preprint arXiv:1506.08473, 2015 View Details |
2015 | 293 | 93.4% |
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Towards large language models as copilots for theorem proving in lean
arXiv preprint arXiv:2404.12534, 2024 View Details |
2024 | 29 | 93.3% |
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A spectral algorithm for latent dirichlet allocation
Advances in neural information processing systems 25, 2012 View Details |
2012 | 350 | 93.3% |
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Meshfreeflownet: A physics-constrained deep continuous space-time super-resolution framework
SC20: International conference for high performance computing, networking …, 2020 View Details |
2020 | 149 | 92.9% |
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Efficient exploration through bayesian deep q-networks
2018 Information Theory and Applications Workshop (ITA), 1-9, 2018 View Details |
2018 | 219 | 92.7% |
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Dpot: Auto-regressive denoising operator transformer for large-scale pde pre-training
arXiv preprint arXiv:2403.03542, 2024 View Details |
2024 | 27 | 92.7% |
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Re-vilm: Retrieval-augmented visual language model for zero and few-shot image captioning
arXiv preprint arXiv:2302.04858, 2023 View Details |
2023 | 37 | 92.6% |
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Probabilistic fasttext for multi-sense word embeddings
arXiv preprint arXiv:1806.02901, 2018 View Details |
2018 | 215 | 92.6% |
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Tensor contraction layers for parsimonious deep nets
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017 View Details |
2017 | 228 | 92.5% |
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Controllable and compositional generation with latent-space energy-based models
Advances in Neural Information Processing Systems 34, 13497-13510, 2021 View Details |
2021 | 95 | 92.1% |
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Discobox: Weakly supervised instance segmentation and semantic correspondence from box supervision
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 View Details |
2021 | 94 | 92.1% |
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Human visual explanations mitigate bias in AI-based assessment of surgeon skills
NPJ Digital Medicine 6 (1), 54, 2023 View Details |
2023 | 34 | 91.8% |
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Training certifiably robust neural networks with efficient local lipschitz bounds
Advances in Neural Information Processing Systems 34, 22745-22757, 2021 View Details |
2021 | 92 | 91.8% |
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Deep learning-based computer vision to recognize and classify suturing gestures in robot-assisted surgery
Surgery 169 (5), 1240-1244, 2021 View Details |
2021 | 92 | 91.8% |
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Learning latent tree graphical models
The Journal of Machine Learning Research 12, 1771-1812, 2011 View Details |
2011 | 315 | 91.7% |
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OrbNet Denali: A machine learning potential for biological and organic chemistry with semi-empirical cost and DFT accuracy
The Journal of Chemical Physics 155 (20), 2021 View Details |
2021 | 90 | 91.6% |
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Efficient video diffusion models via content-frame motion-latent decomposition
arXiv preprint arXiv:2403.14148, 2024 View Details |
2024 | 24 | 91.6% |
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Learning from noisy singly-labeled data
arXiv preprint arXiv:1712.04577, 2017 View Details |
2017 | 201 | 91.4% |
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Causal discovery in physical systems from videos
Advances in Neural Information Processing Systems 33, 9180-9192, 2020 View Details |
2020 | 125 | 91.3% |
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AI-aided geometric design of anti-infection catheters
Science Advances 10 (1), eadj1741, 2024 View Details |
2024 | 23 | 91.2% |
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ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation
Advances in Neural Information Processing Systems 36, 22070-22084, 2023 View Details |
2023 | 31 | 90.9% |
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Learning sparsely used overcomplete dictionaries via alternating minimization
SIAM Journal on Optimization 26 (4), 2775-2799, 2016 View Details |
2016 | 204 | 90.9% |
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Reinforcement learning with fast stabilization in linear dynamical systems
International Conference on Artificial Intelligence and Statistics, 5354-5390, 2022 View Details |
2022 | 52 | 90.9% |
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Logarithmic regret bound in partially observable linear dynamical systems
Advances in Neural Information Processing Systems 33, 20876-20888, 2020 View Details |
2020 | 118 | 90.7% |
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Not all labels are equal: Rationalizing the labeling costs for training object detection
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 View Details |
2022 | 50 | 90.4% |
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Retrieval-based controllable molecule generation
arXiv preprint arXiv:2208.11126, 2022 View Details |
2022 | 50 | 90.4% |
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Learning a contact-adaptive controller for robust, efficient legged locomotion
Conference on robot learning, 883-894, 2021 View Details |
2021 | 77 | 89.9% |
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Competitive gradient descent
Advances in Neural Information Processing Systems 32, 2019 View Details |
2019 | 129 | 89.8% |
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Efficient approaches for escaping higher order saddle points in non-convex optimization
Conference on learning theory, 81-102, 2016 View Details |
2016 | 182 | 89.5% |
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Symmetry-informed geometric representation for molecules, proteins, and crystalline materials
Advances in neural information processing systems 36, 66084-66101, 2023 View Details |
2023 | 27 | 89.4% |
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Secant: Self-expert cloning for zero-shot generalization of visual policies
arXiv preprint arXiv:2106.09678, 2021 View Details |
2021 | 72 | 89.1% |
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Vision transformers are good mask auto-labelers
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 View Details |
2023 | 26 | 89.0% |
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Equivariant graph neural operator for modeling 3d dynamics
arXiv preprint arXiv:2401.11037, 2024 View Details |
2024 | 19 | 89.0% |
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Pretraining codomain attention neural operators for solving multiphysics pdes
Advances in Neural Information Processing Systems 37, 104035-104064, 2024 View Details |
2024 | 19 | 89.0% |
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Neural operators with localized integral and differential kernels
arXiv preprint arXiv:2402.16845, 2024 View Details |
2024 | 19 | 89.0% |
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Improving diffusion inverse problem solving with decoupled noise annealing
arXiv preprint arXiv:2407.01521, 2024 View Details |
2024 | 18 | 88.3% |
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Langevin monte carlo for contextual bandits
International Conference on Machine Learning, 24830-24850, 2022 View Details |
2022 | 42 | 88.3% |
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Multi-grid tensorized fourier neural operator for high-resolution pdes
arXiv preprint arXiv:2310.00120, 2023 View Details |
2023 | 24 | 88.0% |
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Bongard-hoi: Benchmarking few-shot visual reasoning for human-object interactions
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 View Details |
2022 | 41 | 88.0% |
|
Reinforcement learning of pomdps using spectral methods
Conference on Learning Theory, 193-256, 2016 View Details |
2016 | 157 | 87.7% |
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T-stitch: Accelerating sampling in pre-trained diffusion models with trajectory stitching
arXiv preprint arXiv:2402.14167, 2024 View Details |
2024 | 17 | 87.5% |
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Automated synthetic-to-real generalization
International conference on machine learning, 1746-1756, 2020 View Details |
2020 | 90 | 87.4% |
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Surgical gestures as a method to quantify surgical performance and predict patient outcomes
NPJ Digital Medicine 5 (1), 187, 2022 View Details |
2022 | 38 | 86.9% |
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Acid: Action-conditional implicit visual dynamics for deformable object manipulation
arXiv preprint arXiv:2203.06856, 2022 View Details |
2022 | 38 | 86.9% |
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Semi-supervised stylegan for disentanglement learning
International Conference on Machine Learning, 7360-7369, 2020 View Details |
2020 | 86 | 86.8% |
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Provable and practical: Efficient exploration in reinforcement learning via langevin monte carlo
arXiv preprint arXiv:2305.18246, 2023 View Details |
2023 | 22 | 86.7% |
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Neural scene representation for locomotion on structured terrain
IEEE Robotics and Automation Letters 7 (4), 8667-8674, 2022 View Details |
2022 | 37 | 86.5% |
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Generative adversarial neural operators
arXiv preprint arXiv:2205.03017, 2022 View Details |
2022 | 37 | 86.5% |
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Fast and guaranteed tensor decomposition via sketching
Advances in neural information processing systems 28, 2015 View Details |
2015 | 157 | 86.4% |
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Contrastive syn-to-real generalization
arXiv preprint arXiv:2104.02290, 2021 View Details |
2021 | 59 | 86.2% |
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Learning chaotic dynamics in dissipative systems
Advances in Neural Information Processing Systems 35, 16768-16781, 2022 View Details |
2022 | 36 | 86.1% |
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Adversarially robust 3d point cloud recognition using self-supervisions
Advances in Neural Information Processing Systems 34, 15498-15512, 2021 View Details |
2021 | 58 | 86.0% |
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Guaranteed Non-Orthogonal Tensor Decomposition via Alternating Rank- Updates
arXiv preprint arXiv:1402.5180, 2014 View Details |
2014 | 159 | 85.7% |
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Coach-player multi-agent reinforcement learning for dynamic team composition
International Conference on Machine Learning, 6860-6870, 2021 View Details |
2021 | 57 | 85.7% |
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End-to-end 3d tracking with decoupled queries
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 View Details |
2023 | 20 | 85.3% |
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Dynamic-backbone protein-ligand structure prediction with multiscale generative diffusion models
arXiv preprint arXiv:2209.15171 1, 2022 View Details |
2022 | 34 | 85.2% |
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Opportunistic spectrum access with multiple users: Learning under competition
2010 Proceedings IEEE INFOCOM, 1-9, 2010 View Details |
2010 | 197 | 84.9% |
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Bongard-logo: A new benchmark for human-level concept learning and reasoning
Advances in Neural Information Processing Systems 33, 16468-16480, 2020 View Details |
2020 | 75 | 84.7% |
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Variational quantum optimization with multibasis encodings
Physical Review Research 4 (3), 033142, 2022 View Details |
2022 | 33 | 84.6% |
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Robust regression for safe exploration in control
Learning for Dynamics and Control, 608-619, 2020 View Details |
2020 | 72 | 84.1% |
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Provable tensor methods for learning mixtures of generalized linear models
Artificial Intelligence and Statistics, 1223-1231, 2016 View Details |
2016 | 123 | 84.0% |
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Autobiastest: Controllable sentence generation for automated and open-ended social bias testing in language models
arXiv preprint arXiv:2302.07371, 2023 View Details |
2023 | 18 | 83.7% |
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A tensor spectral approach to learning mixed membership community models
Conference on Learning Theory, 867-881, 2013 View Details |
2013 | 147 | 83.3% |
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Open vocabulary learning on source code with a graph-structured cache
International Conference on Machine Learning, 1475-1485, 2019 View Details |
2019 | 81 | 83.2% |
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Markov neural operators for learning chaotic systems
arXiv preprint arXiv:2106.06898, 2-3, 2021 View Details |
2021 | 49 | 83.2% |
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Generic lithography modeling with dual-band optics-inspired neural networks
Proceedings of the 59th ACM/IEEE Design Automation Conference, 973-978, 2022 View Details |
2022 | 30 | 83.1% |
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Generating and characterizing scenarios for safety testing of autonomous vehicles
2021 IEEE Intelligent Vehicles Symposium (IV), 157-164, 2021 View Details |
2021 | 48 | 82.8% |
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High-dimensional structure estimation in Ising models: Local separation criterion
The Annals of Statistics, 1346-1375, 2012 View Details |
2012 | 149 | 82.5% |
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Forecasting subcritical cylinder wakes with Fourier Neural Operators
arXiv preprint arXiv:2301.08290, 2023 View Details |
2023 | 16 | 81.7% |
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A systematic review of virtual reality for the assessment of technical skills in neurosurgery
Neurosurgical focus 51 (2), E15, 2021 View Details |
2021 | 45 | 81.6% |
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Learning sparsely used overcomplete dictionaries
Conference on Learning Theory, 123-137, 2014 View Details |
2014 | 124 | 81.5% |
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High-dimensional Gaussian graphical model selection: Walk summability and local separation criterion
The Journal of Machine Learning Research 13 (1), 2293-2337, 2012 View Details |
2012 | 141 | 81.4% |
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Image-level or object-level? a tale of two resampling strategies for long-tailed detection
International conference on machine learning, 1463-1472, 2021 View Details |
2021 | 44 | 81.2% |
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Tesseract: Tensorised actors for multi-agent reinforcement learning
International Conference on Machine Learning, 7301-7312, 2021 View Details |
2021 | 44 | 81.2% |
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Tensor vs. matrix methods: Robust tensor decomposition under block sparse perturbations
Artificial Intelligence and Statistics, 268-276, 2016 View Details |
2016 | 105 | 81.1% |
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Using neural networks to perform object detection, instance segmentation, and semantic correspondence from bounding box supervision
US Patent App. 17/177,068, 2022 View Details |
2022 | 27 | 81.1% |
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Turbulence forecasting via neural ode
arXiv preprint arXiv:1911.05180, 2019 View Details |
2019 | 71 | 80.9% |
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Chance-constrained trajectory optimization for safe exploration and learning of nonlinear systems
IEEE Robotics and Automation Letters 6 (2), 389-396, 2020 View Details |
2020 | 60 | 80.9% |
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Autoformalizing euclidean geometry
arXiv preprint arXiv:2405.17216, 2024 View Details |
2024 | 11 | 80.6% |
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Dynamical measure transport and neural PDE solvers for sampling
arXiv preprint arXiv:2407.07873, 2024 View Details |
2024 | 11 | 80.6% |
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Perada: Parameter-efficient federated learning personalization with generalization guarantees
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 View Details |
2024 | 11 | 80.6% |
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Deepspeed4science initiative: Enabling large-scale scientific discovery through sophisticated ai system technologies
arXiv preprint arXiv:2310.04610, 2023 View Details |
2023 | 15 | 80.4% |
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Adversarial skill chaining for long-horizon robot manipulation via terminal state regularization
arXiv preprint arXiv:2111.07999, 2021 View Details |
2021 | 42 | 80.3% |
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Neural networks with recurrent generative feedback
Advances in Neural Information Processing Systems 33, 535-545, 2020 View Details |
2020 | 58 | 80.2% |
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Augmenting deep classifiers with polynomial neural networks
European Conference on Computer Vision, 692-716, 2022 View Details |
2022 | 25 | 79.6% |
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Tensor contractions with extended BLAS kernels on CPU and GPU
2016 IEEE 23rd International Conference on High Performance Computing (HiPC …, 2016 View Details |
2016 | 97 | 79.5% |
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Learning topic models and latent Bayesian networks under expansion constraints
arXiv preprint arXiv:1209.5350, 2012 View Details |
2012 | 127 | 79.4% |
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Angular visual hardness
International Conference on Machine Learning, 1637-1648, 2020 View Details |
2020 | 55 | 79.2% |
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Distributionally robust policy gradient for offline contextual bandits
International Conference on Artificial Intelligence and Statistics, 6443-6462, 2023 View Details |
2023 | 14 | 79.1% |
|
ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators
NeurIPS, 2023 View Details |
2023 | 14 | 79.1% |
|
Relvit: Concept-guided vision transformer for visual relational reasoning
arXiv preprint arXiv:2204.11167, 2022 View Details |
2022 | 24 | 78.8% |
|
Learning causal state representations of partially observable environments
arXiv preprint arXiv:1906.10437, 2019 View Details |
2019 | 62 | 78.1% |
|
Analyzing tensor power method dynamics in overcomplete regime
Journal of Machine Learning Research 18 (22), 1-40, 2017 View Details |
2017 | 82 | 77.8% |
|
Zero initialization: Initializing neural networks with only zeros and ones
arXiv preprint arXiv:2110.12661, 2021 View Details |
2021 | 36 | 77.0% |
|
Expert surgeons and deep learning models can predict the outcome of surgical hemorrhage from 1 min of video
Scientific reports 12 (1), 8137, 2022 View Details |
2022 | 22 | 77.0% |
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Perfception: Perception using radiance fields
Advances in Neural Information Processing Systems 35, 26105-26121, 2022 View Details |
2022 | 22 | 77.0% |
|
Online tensor methods for learning latent variable models
The Journal of Machine Learning Research 16 (1), 2797-2835, 2015 View Details |
2015 | 92 | 76.7% |
|
Learning overcomplete latent variable models through tensor methods
Conference on Learning Theory, 36-112, 2015 View Details |
2015 | 89 | 75.9% |
|
ChatGPT based data augmentation for improved parameter-efficient debiasing of LLMs
arXiv preprint arXiv:2402.11764, 2024 View Details |
2024 | 9 | 75.9% |
|
Artificial intelligence-based video feedback to improve novice performance on robotic suturing skills: a pilot study
Journal of Endourology 38 (8), 884-891, 2024 View Details |
2024 | 9 | 75.9% |
|
LeanAgent: Lifelong Learning for Formal Theorem Proving
arXiv preprint arXiv:2410.06209, 2024 View Details |
2024 | 9 | 75.9% |
|
Spectral learning on matrices and tensors
Foundations and Trends® in Machine Learning 12 (5-6), 393-536, 2019 View Details |
2019 | 56 | 75.8% |
|
Adversarial scenarios for safety testing of autonomous vehicles
US Patent 11,550,325, 2023 View Details |
2023 | 12 | 75.7% |
|
Prismer: A vision-language model with multi-task experts
arXiv preprint arXiv:2303.02506, 2023 View Details |
2023 | 12 | 75.7% |
|
Active learning with partial feedback
arXiv preprint arXiv:1802.07427, 2018 View Details |
2018 | 67 | 75.7% |
|
Fast uncertainty quantification for deep object pose estimation
2021 IEEE International Conference on Robotics and Automation (ICRA), 5200-5207, 2021 View Details |
2021 | 33 | 75.1% |
|
Active learning under label shift
International Conference on artificial intelligence and statistics, 3412-3420, 2021 View Details |
2021 | 33 | 75.1% |
|
Explore more and improve regret in linear quadratic regulators
arXiv preprint arXiv:2007.12291 31, 32, 2020 View Details |
2020 | 44 | 74.3% |
|
Quantum Goemans-Williamson algorithm with the Hadamard test and approximate amplitude constraints
Quantum 7, 1057, 2023 View Details |
2023 | 11 | 73.7% |
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Capturing fine-grained details for video-based automation of suturing skills assessment
International journal of computer assisted radiology and surgery 18 (3), 545-552, 2023 View Details |
2023 | 11 | 73.7% |
|
Question type guided attention in visual question answering
proceedings of the European conference on computer vision (ECCV), 151-166, 2018 View Details |
2018 | 61 | 73.7% |
|
Tensor dropout for robust learning
IEEE Journal of Selected Topics in Signal Processing 15 (3), 630-640, 2021 View Details |
2021 | 31 | 73.6% |
|
Adaptive control and regret minimization in linear quadratic Gaussian (LQG) setting
2021 American Control Conference (ACC), 2517-2522, 2021 View Details |
2021 | 31 | 73.6% |
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Intelligent resolution: Integrating cryo-em with ai-driven multi-resolution simulations to observe the sars-cov-2 replication-transcription machinery in action*
The international journal of high performance computing applications 36 (5-6 …, 2022 View Details |
2022 | 19 | 73.6% |
|
Finite-time regret of thompson sampling algorithms for exponential family multi-armed bandits
Advances in Neural Information Processing Systems 35, 38475-38487, 2022 View Details |
2022 | 19 | 73.6% |
|
Provable methods for training neural networks with sparse connectivity
arXiv preprint arXiv:1412.2693, 2014 View Details |
2014 | 84 | 73.2% |
|
Calibrated uncertainty quantification for operator learning via conformal prediction
arXiv preprint arXiv:2402.01960, 2024 View Details |
2024 | 8 | 73.0% |
|
Fourier Neural Operator based surrogates for storage in realistic geologies
arXiv preprint arXiv:2503.11031, 2025 View Details |
2025 | 4 | 72.1% |
|
Two svds suffice: Spectral decompositions for probabilistic topic modeling and latent dirichlet allocation
CoRR, 2012 View Details |
2012 | 89 | 71.8% |
|
Combining symbolic expressions and black-box function evaluations in neural programs
arXiv preprint arXiv:1801.04342, 2018 View Details |
2018 | 56 | 71.6% |
|
Guaranteed approximation bounds for mixed-precision neural operators
arXiv preprint arXiv:2307.15034, 2023 View Details |
2023 | 10 | 71.4% |
|
Physics-informed neural operators with exact differentiation on arbitrary geometries
The symbiosis of deep learning and differential equations III, 2023 View Details |
2023 | 10 | 71.4% |
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Perada: Parameter-efficient and generalizable federated learning personalization with guarantees
arXiv preprint arXiv:2302.06637, 2023 View Details |
2023 | 10 | 71.4% |
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Spacetime surface regularization for neural dynamic scene reconstruction
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 View Details |
2023 | 10 | 71.4% |
|
Learning dissipative dynamics in chaotic systems
arXiv preprint arXiv:2106.06898, 2021 View Details |
2021 | 28 | 71.0% |
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Thompson Sampling Achieves Regret in Linear Quadratic Control
Conference on Learning Theory, 3235-3284, 2022 View Details |
2022 | 17 | 70.8% |
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Model learning predictive control in nonlinear dynamical systems
2021 60th IEEE Conference on Decision and Control (CDC), 757-762, 2021 View Details |
2021 | 27 | 70.1% |
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A large-deviation analysis of the maximum-likelihood learning of Markov tree structures
IEEE Transactions on Information Theory 57 (3), 1714-1735, 2011 View Details |
2011 | 85 | 69.7% |
|
Sequential controlled langevin diffusions
arXiv preprint arXiv:2412.07081, 2024 View Details |
2024 | 7 | 69.5% |
|
Machine learning accelerated PDE backstepping observers
2022 IEEE 61st Conference on Decision and Control (CDC), 5423-5428, 2022 View Details |
2022 | 16 | 69.3% |
|
Incremental fourier neural operator
arXiv preprint arXiv:2211.15188, 2022 View Details |
2022 | 16 | 69.3% |
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Lns-madam: Low-precision training in logarithmic number system using multiplicative weight update
IEEE Transactions on Computers 71 (12), 3179-3190, 2022 View Details |
2022 | 16 | 69.3% |
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Homotopy analysis for tensor PCA
Conference on Learning Theory, 79-104, 2017 View Details |
2017 | 57 | 69.2% |
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Fast monocular scene reconstruction with global-sparse local-dense grids
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 View Details |
2023 | 9 | 68.7% |
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Inrank: Incremental low-rank learning
arXiv preprint arXiv:2306.11250, 2023 View Details |
2023 | 9 | 68.7% |
|
Assessing the efficacy of dissection gestures in robotic surgery
Journal of Robotic Surgery 17 (2), 597-603, 2023 View Details |
2023 | 9 | 68.7% |
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When are overcomplete topic models identifiable? uniqueness of tensor tucker decompositions with structured sparsity
The Journal of Machine Learning Research 16 (1), 2643-2694, 2015 View Details |
2015 | 62 | 67.3% |
|
Detection of Gauss–Markov random fields with nearest-neighbor dependency
IEEE Transactions on Information Theory 55 (2), 816-827, 2009 View Details |
2009 | 80 | 67.0% |
|
Few-shot instruction prompts for pretrained language models to detect social biases
arXiv preprint arXiv:2112.07868, 2021 View Details |
2021 | 23 | 65.9% |
|
Type-based random access for distributed detection over multiaccess fading channels
IEEE Transactions on Signal Processing 55 (10), 5032-5043, 2007 View Details |
2007 | 78 | 65.5% |
|
The potential dangers of artificial intelligence for radiology and radiologists
Journal of the American College of Radiology 17 (10), 1309-1311, 2020 View Details |
2020 | 31 | 65.5% |
|
Ocean emulation with Fourier neural operators: Double gyre
Authorea Preprints, 2023 View Details |
2023 | 8 | 65.5% |
|
Empowering domain experts to detect social bias in generative ai with user-friendly interfaces
XAI in Action: Past, Present, and Future Applications, 2023 View Details |
2023 | 8 | 65.5% |
|
Can you label less by using out-of-domain data? Active & transfer learning with few-shot instructions
Transfer Learning for Natural Language Processing Workshop, 22-32, 2023 View Details |
2023 | 8 | 65.5% |
|
Fully attentional networks with self-emerging token labeling
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 View Details |
2023 | 8 | 65.5% |
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OSCAR: Data-driven operational space control for adaptive and robust robot manipulation
2022 International Conference on Robotics and Automation (ICRA), 10519-10526, 2022 View Details |
2022 | 14 | 65.4% |
|
Fourier continuation for exact derivative computation in physics-informed neural operators
arXiv preprint arXiv:2211.15960, 2022 View Details |
2022 | 14 | 65.4% |
|
Using real-time feedback to improve surgical performance on a robotic tissue dissection task
European Urology Open Science 46, 15-21, 2022 View Details |
2022 | 14 | 65.4% |
|
Implicit competitive regularization in GANs
arXiv preprint arXiv:1910.05852, 2019 View Details |
2019 | 37 | 65.4% |
|
A clustering approach to learning sparsely used overcomplete dictionaries
IEEE Transactions on Information Theory 63 (1), 575-592, 2016 View Details |
2016 | 53 | 65.4% |
|
Combating security and privacy issues in the era of large language models
Association for Computational Linguistics, 2024 View Details |
2024 | 6 | 65.1% |
|
Competitive policy optimization
Uncertainty in Artificial Intelligence, 64-74, 2021 View Details |
2021 | 22 | 64.7% |
|
Directivity modes of earthquake populations with unsupervised learning
Journal of Geophysical Research: Solid Earth 125 (2), e2019JB018299, 2020 View Details |
2020 | 30 | 64.6% |
|
Learning pose estimation for UAV autonomous navigation and landing using visual-inertial sensor data
2020 American Control Conference (ACC), 2961-2966, 2020 View Details |
2020 | 30 | 64.6% |
|
Exact recovery of sparsely used overcomplete dictionaries
stat 1050, 8-39, 2013 View Details |
2013 | 61 | 64.2% |
|
Nonparametric estimation of multi-view latent variable models
International Conference on Machine Learning, 640-648, 2014 View Details |
2014 | 59 | 64.2% |
|
Learning loopy graphical models with latent variables: Efficient methods and guarantees
The Annals of Statistics, 401-435, 2013 View Details |
2013 | 60 | 63.8% |
|
Learning Gaussian tree models: Analysis of error exponents and extremal structures
IEEE Transactions on Signal Processing 58 (5), 2701-2714, 2010 View Details |
2010 | 68 | 63.5% |
|
Learning mixtures of tree graphical models
Advances in Neural Information Processing Systems 25, 2012 View Details |
2012 | 63 | 63.4% |
|
Online and differentially-private tensor decomposition
Advances in Neural Information Processing Systems 29, 2016 View Details |
2016 | 49 | 63.3% |
|
Spectral methods for learning multivariate latent tree structure
Advances in neural information processing systems 24, 2011 View Details |
2011 | 65 | 63.2% |
|
Deep learning to automate technical skills assessment in robotic surgery
JAMA surgery 156 (11), 1059-1060, 2021 View Details |
2021 | 20 | 62.0% |
|
Emergent hand morphology and control from optimizing robust grasps of diverse objects
2021 IEEE International Conference on Robotics and Automation (ICRA), 7540-7547, 2021 View Details |
2021 | 20 | 62.0% |
|
Tensor-based driving scenario characterization
US Patent 11,390,301, 2022 View Details |
2022 | 12 | 61.0% |
|
Score function features for discriminative learning: Matrix and tensor framework
arXiv preprint arXiv:1412.2863, 2014 View Details |
2014 | 52 | 61.0% |
|
Surprising negative results for generative adversarial tree search
arXiv preprint arXiv:1806.05780, 2018 View Details |
2018 | 37 | 60.9% |
|
Learning compositional functions via multiplicative weight updates
Advances in neural information processing systems 33, 13319-13330, 2020 View Details |
2020 | 26 | 60.7% |
|
Robust reinforcement learning: A constrained game-theoretic approach
Learning for Dynamics and Control, 1242-1254, 2021 View Details |
2021 | 19 | 60.5% |
|
StrassenNets: Deep learning with a multiplication budget
International Conference on Machine Learning, 4985-4994, 2018 View Details |
2018 | 36 | 60.1% |
|
Robust rate maximization game under bounded channel uncertainty
IEEE Transactions on Vehicular Technology 60 (9), 4471-4486, 2011 View Details |
2011 | 56 | 59.6% |
|
Stochastic linear bandits with hidden low rank structure
arXiv preprint arXiv:1901.09490, 2019 View Details |
2019 | 30 | 59.6% |
|
Convolutional dictionary learning through tensor factorization
Feature Extraction: Modern Questions and Challenges, 116-129, 2015 View Details |
2015 | 46 | 59.4% |
|
Near-term distributed quantum computation using mean-field corrections and auxiliary qubits
Quantum Science and Technology 9 (3), 035022, 2024 View Details |
2024 | 5 | 59.3% |
|
Care: a benchmark suite for the classification and retrieval of enzymes
Advances in Neural Information Processing Systems 37, 3094-3121, 2024 View Details |
2024 | 5 | 59.3% |
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Reinforcement learning in rich-observation mdps using spectral methods
arXiv preprint arXiv:1611.03907, 2016 View Details |
2016 | 42 | 59.1% |
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Kcrl: Krasovskii-constrained reinforcement learning with guaranteed stability in nonlinear dynamical systems
arXiv preprint arXiv:2206.01704, 2022 View Details |
2022 | 11 | 58.4% |
|
Attribute-aware image generation using neural networks
US Patent App. 16/925,085, 2022 View Details |
2022 | 11 | 58.4% |
|
Accelerating carbon capture and storage modeling using fourier neural operators
arXiv preprint arXiv:2210.17051 3, 2022 View Details |
2022 | 11 | 58.4% |
|
Topology discovery of sparse random graphs with few participants
ACM SIGMETRICS Performance Evaluation Review 39 (1), 253-264, 2011 View Details |
2011 | 51 | 57.4% |
|
Stochastic linear bandits with unknown safety constraints and local feedback
ICML Workshop on New Frontiers in Learning, Control, and Dynamical Systems, 2023 View Details |
2023 | 6 | 57.1% |
|
Tipping point forecasting in non-stationary dynamics on function spaces
arXiv preprint arXiv:2308.08794, 2023 View Details |
2023 | 6 | 57.1% |
|
Thompson sampling for partially observable linear-quadratic control
2023 American Control Conference (ACC), 4561-4568, 2023 View Details |
2023 | 6 | 57.1% |
|
Learning high-dimensional Markov forest distributions: Analysis of error rates
The Journal of Machine Learning Research 12, 1617-1653, 2011 View Details |
2011 | 50 | 56.9% |
|
Calibration of large neural weather models
Neurips 2022 workshop on tackling climate change with machine learning, 2022 View Details |
2022 | 10 | 55.5% |
|
Deep neural networks can accurately detect blood loss and hemorrhage control task success from video
Neurosurgery 90 (6), 823-829, 2022 View Details |
2022 | 10 | 55.5% |
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Policy gradient in partially observable environments: Approximation and convergence
arXiv preprint arXiv:1810.07900, 2018 View Details |
2018 | 30 | 55.2% |
|
Regret bound of adaptive control in linear quadratic gaussian (lqg) systems
arXiv, 2020 View Details |
2020 | 21 | 54.8% |
|
Feedback message passing for inference in Gaussian graphical models
IEEE Transactions on Signal Processing 60 (8), 4135-4150, 2012 View Details |
2012 | 42 | 53.3% |
|
Tracking in a spaghetti bowl: monitoring transactions using footprints
Proceedings of the 2008 ACM SIGMETRICS international conference on …, 2008 View Details |
2008 | 45 | 53.2% |
|
Utility of the simulated outcomes following carotid artery laceration video data set for machine learning applications
JAMA network open 5 (3), e223177-e223177, 2022 View Details |
2022 | 9 | 52.3% |
|
Heat: Hardware-efficient automatic tensor decomposition for transformer compression
arXiv preprint arXiv:2211.16749, 2022 View Details |
2022 | 9 | 52.3% |
|
Context generation improves open domain question answering
arXiv preprint arXiv:2210.06349, 2022 View Details |
2022 | 9 | 52.3% |
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Regret minimization in partially observable linear quadratic control
arXiv preprint arXiv:2002.00082, 2020 View Details |
2020 | 19 | 51.8% |
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Action-conditional implicit visual dynamics for deformable object manipulation
The International Journal of Robotics Research 43 (4), 437-455, 2024 View Details |
2024 | 4 | 51.6% |
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Protein generation via genome-scale language models with bio-physical scoring
Proceedings of the SC'23 Workshops of the International Conference on High …, 2023 View Details |
2023 | 5 | 51.6% |
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Dr-Fairness: dynamic data ratio adjustment for fair training on real and generated data
Transactions on Machine Learning Research, 2023 View Details |
2023 | 5 | 51.6% |
|
Dynamic social media monitoring for fast-evolving online discussions
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 View Details |
2021 | 14 | 51.4% |
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Coupled segmentation and edge learning via dynamic graph propagation
Advances in Neural Information Processing Systems 34, 4919-4932, 2021 View Details |
2021 | 14 | 51.4% |
|
Use of surgical video–based automated performance metrics to predict blood loss and success of simulated vascular injury control in neurosurgery: a pilot study
Journal of Neurosurgery 137 (3), 840-849, 2021 View Details |
2021 | 14 | 51.4% |
|
Stable online control of linear time-varying systems
Learning for Dynamics and Control, 742-753, 2021 View Details |
2021 | 13 | 49.2% |
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Finite-time system identification and adaptive control in autoregressive exogenous systems
Learning for Dynamics and Control, 967-979, 2021 View Details |
2021 | 13 | 49.2% |
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Tensorly-quantum: Quantum machine learning with tensor methods
arXiv preprint arXiv:2112.10239, 2021 View Details |
2021 | 13 | 49.2% |
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Validation of Machine Learning–Based Automated Surgical Instrument Annotation Using Publicly Available Intraoperative Video
Operative Neurosurgery 23 (3), 235-240, 2022 View Details |
2022 | 8 | 48.6% |
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Large scale mask optimization via convolutional fourier neural operator and litho-guided self training
arXiv preprint arXiv:2207.04056, 2022 View Details |
2022 | 8 | 48.6% |
|
Multi-task learning for electronic structure to predict and explore molecular potential energy surfaces
arXiv preprint arXiv:2011.02680, 2020 View Details |
2020 | 16 | 46.9% |
|
Reinforcement learning in factored action spaces using tensor decompositions
arXiv preprint arXiv:2110.14538, 2021 View Details |
2021 | 12 | 46.8% |
|
A scale mixture perspective of multiplicative noise in neural networks
arXiv preprint arXiv:1506.03208, 2015 View Details |
2015 | 27 | 45.7% |
|
Selective instrumentation of distributed applications for transaction monitoring
US Patent 8,433,786, 2013 View Details |
2013 | 29 | 45.5% |
|
Exploring social bias in downstream applications of text-to-image foundation models
arXiv preprint arXiv:2312.10065, 2023 View Details |
2023 | 4 | 44.5% |
|
Deep multimodal fusion for surgical feedback classification
Machine Learning for Health (ML4H), 256-267, 2023 View Details |
2023 | 4 | 44.5% |
|
Energy scaling laws for distributed inference in random fusion networks
IEEE Journal on Selected Areas in Communications 27 (7), 1203-1217, 2009 View Details |
2009 | 28 | 44.2% |
|
Optimal node density for detection in energy-constrained random networks
IEEE Transactions on Signal Processing 56 (10), 5232-5245, 2008 View Details |
2008 | 27 | 43.0% |
|
Higher-order count sketch: dimensionality reduction that retains efficient tensor operations
arXiv preprint arXiv:1901.11261, 2019 View Details |
2019 | 16 | 42.5% |
|
Fast detection of overlapping communities via online tensor methods on gpus
CoRR, abs/1309.0787, 2013 View Details |
2013 | 25 | 42.2% |
|
Scalable latent tree model and its application to health analytics
arXiv preprint arXiv:1406.4566, 2014 View Details |
2014 | 24 | 42.0% |
|
Minimum cost data aggregation with localized processing for statistical inference
IEEE INFOCOM 2008-The 27th Conference on Computer Communications, 780-788, 2008 View Details |
2008 | 25 | 41.5% |
|
Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Noisy Matrix Decomposition
arXiv preprint arXiv:1402.5131, 2014 View Details |
2014 | 23 | 41.0% |
|
Neural network prompt tuning
US Patent App. 18/243,348, 2024 View Details |
2024 | 3 | 41.0% |
|
Improving Distant 3D Object Detection Using 2D Box Supervision
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 View Details |
2024 | 3 | 41.0% |
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What is point supervision worth in video instance segmentation?
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 View Details |
2024 | 3 | 41.0% |
|
Towards enforcing hard physics constraints in operator learning frameworks
ICML 2024 AI for Science Workshop, 2024 View Details |
2024 | 3 | 41.0% |
|
Neural network-based perturbation removal
US Patent App. 17/719,091, 2024 View Details |
2024 | 3 | 41.0% |
|
A library for learning neural operators
arXiv preprint arXiv:2412.10354, 2024 View Details |
2024 | 3 | 41.0% |
|
A multi-grained symmetric differential equation model for learning protein-ligand binding dynamics
arXiv preprint arXiv:2401.15122, 2024 View Details |
2024 | 3 | 41.0% |
|
Tensor methods in deep learning
Signal Processing and Machine Learning Theory, 1009-1048, 2024 View Details |
2024 | 3 | 41.0% |
|
Trajectory generation
US Patent App. 17/865,344, 2024 View Details |
2024 | 3 | 41.0% |
|
Robust deep networks with randomized tensor regression layers
arXiv preprint arXiv:1902.10758, 2019 View Details |
2019 | 15 | 40.8% |
|
Memory augmented recursive neural networks
CoRR, abs/1911.01545, 2019 View Details |
2019 | 15 | 40.8% |
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InfoCNF: An efficient conditional continuous normalizing flow with adaptive solvers
arXiv preprint arXiv:1912.03978, 2019 View Details |
2019 | 15 | 40.8% |
|
Training input-output recurrent neural networks through spectral methods
arXiv preprint arXiv:1603.00954, 2016 View Details |
2016 | 20 | 40.0% |
|
Machine learning training in logarithmic number system
US Patent App. 17/346,100, 2022 View Details |
2022 | 6 | 39.9% |
|
The relationship between technical skills, cognitive workload, and errors during robotic surgical exercises
Journal of Endourology 36 (5), 712-720, 2022 View Details |
2022 | 6 | 39.9% |
|
Stability constrained reinforcement learning for real-time voltage control in distribution systems
CoRR, 2022 View Details |
2022 | 6 | 39.9% |
|
Spectral methods for correlated topic models
Artificial Intelligence and Statistics, 1439-1447, 2017 View Details |
2017 | 18 | 39.4% |
|
Physics-informed machine learning
Philosophical Transactions: Mathematical, Physical and Engineering Sciences …, 2021 View Details |
2021 | 9 | 38.3% |
|
Active learning of multiple source multiple destination topologies
IEEE Transactions on Signal Processing 62 (8), 1926-1937, 2014 View Details |
2014 | 20 | 38.1% |
|
Competitive mirror descent
arXiv preprint arXiv:2006.10179, 2020 View Details |
2020 | 11 | 36.9% |
|
Towards solving differential equations through neural programming
ICML Workshop on Neural Abstract Machines and Program Induction (NAMPI), 2018 View Details |
2018 | 14 | 35.7% |
|
Unsupervised learning of word-sequence representations from scratch via convolutional tensor decomposition
View Details |
2016 | 16 | 35.3% |
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Cem-gd: Cross-entropy method with gradient descent planner for model-based reinforcement learning
arXiv preprint arXiv:2112.07746, 2021 View Details |
2021 | 8 | 35.1% |
|
Deep Bayesian quadrature policy optimization
Proceedings of the AAAI conference on artificial intelligence 35 (8), 6600-6608, 2021 View Details |
2021 | 8 | 35.1% |
|
Incremental low-rank learning
Workshop on Efficient Systems for Foundation Models@ ICML2023, 2023 View Details |
2023 | 3 | 35.0% |
|
Perspectives on the State and Future of Deep Learning-2023
arXiv preprint arXiv:2312.09323, 2023 View Details |
2023 | 3 | 35.0% |
|
Incremental spectral learning in Fourier neural operator
arXiv e-prints, arXiv: 2211.15188, 2022 View Details |
2022 | 5 | 34.6% |
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1st place solution of the robust vision challenge 2022 semantic segmentation track
arXiv preprint arXiv:2210.12852, 2022 View Details |
2022 | 5 | 34.6% |
|
Open problem: Approximate planning of pomdps in the class of memoryless policies
Conference on Learning Theory, 1639-1642, 2016 View Details |
2016 | 15 | 33.9% |
|
Distributed latent dirichlet allocation via tensor factorization
NIPS Optimization Workshop 1, 2014 View Details |
2014 | 16 | 33.7% |
|
Context-based meta-reinforcement learning with structured latent space
Skills Workshop NeurIPS, 2019 View Details |
2019 | 11 | 33.6% |
|
Prize-collecting data fusion for cost-performance tradeoff in distributed inference
IEEE INFOCOM 2009, 2150-2158, 2009 View Details |
2009 | 14 | 32.2% |
|
Low-precision training in logarithmic number system using multiplicative weight update
CoRR, 2021 View Details |
2021 | 7 | 31.6% |
|
A large deviation analysis of detection over multi-access channels with random number of sensors
2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006 View Details |
2006 | 13 | 31.3% |
|
Trust region policy optimization for pomdps
arXiv preprint arXiv:1810.07900, 2018 View Details |
2018 | 11 | 30.6% |
|
Learning mixed membership community models in social tagging networks through tensor methods
arXiv preprint arXiv:1503.04567, 2015 View Details |
2015 | 13 | 30.2% |
|
Triply robust off-policy evaluation
arXiv preprint arXiv:1911.05811, 2019 View Details |
2019 | 9 | 29.4% |
|
Multi-object classification and unsupervised scene understanding using deep learning features and latent tree probabilistic models
arXiv preprint arXiv:1505.00308, 2015 View Details |
2015 | 12 | 28.9% |
|
High-dimensional covariance decomposition into sparse Markov and independence models
The Journal of Machine Learning Research 15 (1), 1549-1591, 2014 View Details |
2014 | 12 | 28.6% |
|
Distributed estimation via random access
IEEE transactions on information theory 54 (7), 3175-3181, 2008 View Details |
2008 | 11 | 28.3% |
|
Scaling fair learning to hundreds of intersectional groups
View Details |
2022 | 4 | 28.3% |
|
Towards neural variational Monte Carlo that scales linearly with system size
arXiv preprint arXiv:2212.11296, 2022 View Details |
2022 | 4 | 28.3% |
|
Towards reducing labeling cost in deep object detection
arXiv preprint arXiv:2106.11921, 2021 View Details |
2021 | 6 | 27.9% |
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Improving adversarial robustness in 3D point cloud classification via self-supervisions
International Conference on Machine Learning Workshop (ICMLW) 1, 2021 View Details |
2021 | 6 | 27.9% |
|
Error exponents for composite hypothesis testing of Markov forest distributions
2010 IEEE International Symposium on Information Theory, 1613-1617, 2010 View Details |
2010 | 11 | 27.7% |
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Learning high-dimensional mixtures of graphical models
arXiv preprint arXiv:1203.0697, 2012 View Details |
2012 | 11 | 27.2% |
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Multi sense embeddings from topic models
arXiv preprint arXiv:1909.07746, 2019 View Details |
2019 | 8 | 27.1% |
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Out-of-distribution detection using neural rendering generative models
arXiv preprint arXiv:1907.04572, 2019 View Details |
2019 | 8 | 27.1% |
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Energy-latency tradeoff for in-network function computation in random networks
2011 Proceedings IEEE INFOCOM, 1575-1583, 2011 View Details |
2011 | 10 | 26.4% |
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Index-based sampling policies for tracking dynamic networks under sampling constraints
2011 Proceedings IEEE INFOCOM, 1233-1241, 2011 View Details |
2011 | 10 | 26.4% |
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Detection error exponent for spatially dependent samples in random networks
2009 IEEE International Symposium on Information Theory, 2882-2886, 2009 View Details |
2009 | 9 | 25.8% |
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Experimental results: Reinforcement learning of pomdps using spectral methods
arXiv preprint arXiv:1705.02553, 2017 View Details |
2017 | 9 | 25.7% |
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MINI-SEQUENCE TRANSFORMER: Optimizing Intermediate Memory for Long Sequences Training
arXiv preprint arXiv:2407.15892, 2024 View Details |
2024 | 2 | 25.7% |
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Video instance segmentation
US Patent App. 18/144,071, 2024 View Details |
2024 | 2 | 25.7% |
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An equivariant flow matching framework for learning molecular crystallization
ICML 2024 Workshop on Geometry-grounded Representation Learning and …, 2024 View Details |
2024 | 2 | 25.7% |
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Beyond Closure Models: Learning Chaotic-Systems via Physics-Informed Neural Operators
arXiv preprint arXiv:2408.05177, 2024 View Details |
2024 | 2 | 25.7% |
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Fourier neural operators for learning dynamics in quantum spin systems
arXiv preprint arXiv:2409.03302, 2024 View Details |
2024 | 2 | 25.7% |
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Data selection based on uncertainty quantification
US Patent 11,931,909, 2024 View Details |
2024 | 2 | 25.7% |
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BioNeMo Framework: a modular, high-performance library for AI model development in drug discovery
arXiv preprint arXiv:2411.10548, 2024 View Details |
2024 | 2 | 25.7% |
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Solving Poisson equations using neural walk-on-spheres
arXiv preprint arXiv:2406.03494, 2024 View Details |
2024 | 2 | 25.7% |
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Neural rendering model: Joint generation and prediction for semi-supervised learning
arXiv preprint arXiv:1811.02657, 2018 View Details |
2018 | 8 | 24.9% |
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Tensor computing for internet of things (dagstuhl perspectives workshop 16152)
Dagstuhl Reports 6 (4), 57-79, 2016 View Details |
2016 | 9 | 24.8% |
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Finding social media trolls: Dynamic keyword selection methods for rapidly-evolving online debates
arXiv preprint arXiv:1911.05332, 2019 View Details |
2019 | 7 | 24.7% |
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A lagrangian method for inverse problems in reinforcement learning
Optimization in RL workshop at NeurIPS 2019, 2019 View Details |
2019 | 7 | 24.7% |
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Non-intrusive transaction monitoring using system logs
NOMS 2008-2008 IEEE Network Operations and Management Symposium, 879-882, 2008 View Details |
2008 | 8 | 24.0% |
|
Auditing ai models for verified deployment under semantic specifications
arXiv preprint arXiv:2109.12456, 2021 View Details |
2021 | 5 | 23.8% |
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Disentangling observed causal effects from latent confounders using method of moments
arXiv preprint arXiv:2101.06614, 2021 View Details |
2021 | 5 | 23.8% |
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Multipole Graph Neural Operator for Parametric Partial Differential Equations (2020)
URL: http://arxiv. org/abs/2006.09535, 2020 View Details |
2020 | 6 | 23.5% |
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Summary based structures with improved sublinear recovery for compressed sensing
2011 IEEE International Symposium on Information Theory Proceedings, 1427-1431, 2011 View Details |
2011 | 8 | 23.3% |
|
Learning latent bayesian networks and topic models under expansion constraints
Proceedings of the 30th International Conference on Machine Learning (ICML), 2013 View Details |
2013 | 8 | 22.6% |
|
Robust vision transformers
US Patent App. 18/119,770, 2023 View Details |
2023 | 2 | 21.8% |
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EKGNet: A 10.96 μW Fully Analog Neural Network for Intra-Patient Arrhythmia Classification
2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-5, 2023 View Details |
2023 | 2 | 21.8% |
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KCRL: Krasovskii-constrained reinforcement learning with guaranteed stability in nonlinear discrete-time systems
2023 62nd IEEE conference on decision and control (CDC), 1334-1341, 2023 View Details |
2023 | 2 | 21.8% |
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PD30-05 AI-based video feedback to improve novice performance on a robotic suturing task
Journal of Urology 209 (Supplement 4), e832, 2023 View Details |
2023 | 2 | 21.8% |
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Online task inference for compositional tasks with context adaptation
US Patent App. 16/945,753, 2022 View Details |
2022 | 3 | 21.0% |
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Quantification of robotic surgeries with vision-based deep learning
arXiv preprint arXiv:2205.03028, 2022 View Details |
2022 | 3 | 21.0% |
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Are you going to the party: Depends, who else is coming?:[Learning hidden group dynamics via conditional latent tree models]
2015 IEEE International Conference on Data Mining, 697-702, 2015 View Details |
2015 | 7 | 20.8% |
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Compression by the signs: distributed learning is a two-way street
View Details |
2018 | 6 | 20.4% |
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OCEAN: Online Task Inference for Compositional Tasks with Context Adaptation
Conference on Uncertainty in Artificial Intelligence, 1378-1387, 2020 View Details |
2020 | 5 | 20.1% |
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Systems and Methods for Determining Molecular Structures with Molecular-Orbital-Based Features
US Patent App. 16/817,489, 2020 View Details |
2020 | 5 | 20.1% |
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Unsupervised controllable generation with self-training
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 View Details |
2021 | 4 | 19.3% |
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A data-driven approach to modeling turbulent decay at non-asymptotic Reynolds numbers
Bulletin of the American Physical Society, 2019 View Details |
2019 | 5 | 19.1% |
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Routing for statistical inference in sensor networks
Handbook on Array Processing and Sensor Networks, 2009 View Details |
2009 | 5 | 17.9% |
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Cost-performance tradeoff in multi-hop aggregation for statistical inference
2008 IEEE International Symposium on Information Theory, 662-666, 2008 View Details |
2008 | 5 | 17.6% |
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Unsupervised learning of transcriptional regulatory networks via latent tree graphical models
arXiv preprint arXiv:1609.06335, 2016 View Details |
2016 | 5 | 16.4% |
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Efficient tensor operations via compression and parallel computation
University of California, Irvine, 2019 View Details |
2019 | 4 | 15.9% |
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A bayesian perspective of convolutional neural networks through a deconvolutional generative model
arXiv preprint arXiv:1811.02657, 2018 View Details |
2018 | 4 | 14.8% |
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Detection of Gauss-Markov random fields under routing energy constraint
Proc. of 45-th Allerton Conf. on Communication, Control and Computing, 2007 View Details |
2007 | 4 | 14.7% |
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Stability and identification of random asynchronous linear time-invariant systems
Learning for Dynamics and Control, 651-663, 2021 View Details |
2021 | 3 | 14.3% |
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Polymatrix competitive gradient descent
arXiv preprint arXiv:2111.08565, 2021 View Details |
2021 | 3 | 14.3% |
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Reinforcement learning of contextual mdps using spectral methods
arXiv preprint arXiv:1611.03907, 2016 View Details |
2016 | 4 | 13.7% |
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A deep learning based physics informed continuous spatio temporal super-resolution framework
APS Division of Fluid Dynamics Meeting Abstracts, S01. 033, 2020 View Details |
2020 | 3 | 12.4% |
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Reinforcement learning in structured and partially observable environments
University of California, Irvine, 2019 View Details |
2019 | 3 | 12.2% |
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Incremental spatial and spectral learning of neural operators for solving large-scale PDEs
arXiv preprint arXiv:2211.15188, 2022 View Details |
2022 | 2 | 12.1% |
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An adversarial active sampling-based data augmentation framework for manufacturable chip design
arXiv preprint arXiv:2210.15765, 2022 View Details |
2022 | 2 | 12.1% |
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Tensor contraction & regression networks
View Details |
2018 | 3 | 11.4% |
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Learning calibrated uncertainties for domain shift: A distributionally robust learning approach
arXiv preprint arXiv:2010.05784, 2020 View Details |
2020 | 2 | 7.3% |
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Convergence rate of sign stochastic gradient descent for non-convex functions, 2018
URL https://openreview. net/forum, 2018 View Details |
2018 | 2 | 6.9% |
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Scalable algorithms for distributed statistical inference
View Details |
2009 | 2 | 6.8% |
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Scaling laws for learning high-dimensional Markov forest distributions
2010 48th Annual Allerton Conference on Communication, Control, and …, 2010 View Details |
2010 | 2 | 6.6% |
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Feast at play: Feature extraction using score function tensors
Feature Extraction: Modern Questions and Challenges, 130-144, 2015 View Details |
2015 | 2 | 6.4% |
|
Guarantees for multi-step stochastic ADMM in high dimensions
arXiv preprint arXiv:1402.5131, 2014 View Details |
2014 | 2 | 6.3% |
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Niranjan, Sujay Sanghavi, Animashree Anandkumar, and Prateek Jain
Non-convex robust PCA, 1107-1115, 2014 View Details |
2014 | 2 | 6.3% |
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Provable Learning of Overcomplete Latent Variable Models: Unsupervised and Semi-supervised Settings
Preprint, Aug, 2014 View Details |
2014 | 2 | 6.3% |
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Selectively retrofitting monitoring in distributed systems
ACM SIGMETRICS Performance Evaluation Review 37 (2), 6-8, 2009 View Details |
2009 | 1 | 0.0% |
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Human AI collaboration for unsupervised categorization of live surgical feedback
npj Digital Medicine 7 (1), 372, 2024 View Details |
2024 | 1 | 0.0% |
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Efficiency of rate-maximization game under bounded channel uncertainty
2010 Conference Record of the Forty Fourth Asilomar Conference on Signals …, 2010 View Details |
2010 | 1 | 0.0% |
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Tracking Dynamic Networks under Sampling Constraints: Supporting Materials
Tech. Rep. RC25025, 2010 View Details |
2010 | 1 | 0.0% |
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Discovering neuronal cell types and their gene expression profiles using a spatial point process mixture model
arXiv preprint arXiv:1602.01889, 2016 View Details |
2016 | 1 | 0.0% |
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Compact Tensor Pooling for Visual Question Answering
arXiv preprint arXiv:1706.06706, 2017 View Details |
2017 | 1 | 0.0% |
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Large Scale Cloud Deployment of Spectral Topic Modeling
View Details |
2019 | 1 | 0.0% |
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Neural network training technique
US Patent App. 16/859,360, 2021 View Details |
2021 | 1 | 0.0% |
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AI-based Video Feedback to Improve Novice Performance on Robotic Suturing Skills-A Pilot Study.
Journal of Endourology, 2023 View Details |
2023 | 1 | 0.0% |
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Diffusion State-Guided Projected Gradient for Inverse Problems
arXiv preprint arXiv:2410.03463, 2024 View Details |
2024 | 1 | 0.0% |
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Expert Surgeons and Deep Learning Models Can Predict the Outcome of Surgical Hemorrhage from One Minute of Video
medRxiv, 2022.01. 22.22269640, 2022 View Details |
2022 | 1 | 0.0% |
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Quantum semidefinite programming with the hadamard test and approximate amplitude constraints
ArXivorg, 2022 View Details |
2022 | 1 | 0.0% |
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FALCON: Fourier Adaptive Learning and Control for Disturbance Rejection Under Extreme Turbulence
npj Robotics 2 (1), 6, 2024 View Details |
2024 | 1 | 0.0% |
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Min-Min times in peer-to-peer file sharing networks
2008 46th Annual Allerton Conference on Communication, Control, and …, 2008 View Details |
2008 | 1 | 0.0% |
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How do the structure and the parameters of Gaussian tree models affect structure learning?
2009 47th Annual Allerton Conference on Communication, Control, and …, 2009 View Details |
2009 | 1 | 0.0% |
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HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading
arXiv preprint arXiv:2502.12574, 2025 View Details |
2025 | 1 | 0.0% |
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Geometry Aware Deep Learning for Integrated Closed-shell and Open-shell Systems
ICML 2024 Workshop on Geometry-grounded Representation Learning and …, 2024 View Details |
2024 | 1 | 0.0% |
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Physics-informed neural networks for sampling
ICLR 2024 Workshop on AI4DifferentialEquations In Science, 2024 View Details |
2024 | 1 | 0.0% |
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Neural operators for solving pdes and inverse design
Proceedings of the 2023 International Symposium on Physical Design, 195-195, 2023 View Details |
2023 | 1 | 0.0% |
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Manifold-constrained nucleus-level denoising diffusion model for structure-based drug design
ICML 2024 Workshop on Geometry-grounded Representation Learning and …, 2024 View Details |
2024 | 1 | 0.0% |
|
Adversarial scenarios for safety testing of autonomous vehicles
US Patent 11,977,386, 2024 View Details |
2024 | 1 | 0.0% |
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Ardup: Active region video diffusion for universal policies
2024 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2024 View Details |
2024 | 1 | 0.0% |
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Pretraining Neural-Networks with Neural-Fly for Rapid Online Learning
ICRA2023 Workshop on Pretraining for Robotics (PT4R), 2023 View Details |
2023 | 1 | 0.0% |
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Techniques for weakly supervised referring image segmentation
US Patent App. 17/977,884, 2024 View Details |
2024 | 1 | 0.0% |
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MProt-DPO: Breaking the ExaFLOPS Barrier for Multimodal Protein Design Workflows with Direct Preference Optimization
SC24: International Conference for High Performance Computing, Networking …, 2024 View Details |
2024 | 1 | 0.0% |
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LeanProgress: Guiding Search for Neural Theorem Proving via Proof Progress Prediction
arXiv preprint arXiv:2502.17925, 2025 View Details |
2025 | 1 | 0.0% |