Shaping embodied agent behavior with activity-context priors from egocentric video
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2022 |
Nagarajan, Tushar |
NeRS: Neural Reflectance Surfaces for Sparse-view 3D Reconstruction in the Wild
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2022 |
Zhang, Jason |
Discovery of Options via Meta-Learned Subgoals
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2022 |
Veeriah, Vivek |
Near-Optimal Lower Bounds For Convex Optimization For All Orders of Smoothness
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2022 |
Garg, Ankit |
Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Robustness Verification
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2022 |
Wang, Shiqi |
Data Augmentation Can Improve Robustness
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2022 |
Rebuffi, Sylvestre-Alvise |
Autobahn: Automorphism-based Graph Neural Nets
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2022 |
Thiede, Erik |
Shared Independent Component Analysis for Multi-Subject Neuroimaging
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2022 |
Richard, Hugo |
Focal Attention for Long-Range Interactions in Vision Transformers
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2022 |
Yang, Jianwei |
Scalable and Stable Surrogates for Flexible Classifiers with Fairness Constraints
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2022 |
Bendekgey, Henry C |
Tight High Probability Bounds for Linear Stochastic Approximation with Fixed Stepsize
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2022 |
Durmus, Alain |
Learning Large Neighborhood Search Policy for Integer Programming
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2022 |
Wu, Yaoxin |
Action-guided 3D Human Motion Prediction
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2022 |
Sun, Jiangxin |
Rectangular Flows for Manifold Learning
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2022 |
Caterini, Anthony L |
A Near-Optimal Algorithm for Stochastic Bilevel Optimization via Double-Momentum
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2022 |
Khanduri, Prashant |
Continual Learning via Local Module Composition
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2022 |
Ostapenko, Oleksiy |
FedDR - Randomized Douglas-Rachford Splitting Algorithms for Nonconvex Federated Composite Optimization
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2022 |
Tran Dinh, Quoc |
A Geometric Analysis of Neural Collapse with Unconstrained Features
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2022 |
Zhu, Zhihui |
Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning
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2022 |
Zhang, Yifan |
Shape from Blur: Recovering Textured 3D Shape and Motion of Fast Moving Objects
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2022 |
Rozumnyi, Denys |