Towards Instance-Optimal Offline Reinforcement Learning with Pessimism
|
2022 |
Yin, Ming |
Deep Synoptic Monte-Carlo Planning in Reconnaissance Blind Chess
|
2022 |
Clark, Gregory |
Revitalizing CNN Attention via Transformers in Self-Supervised Visual Representation Learning
|
2022 |
GE, Chongjian |
Improving Robustness using Generated Data
|
2022 |
Gowal, Sven |
How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness?
|
2022 |
Dong, Xinshuai |
Mixture weights optimisation for Alpha-Divergence Variational Inference
|
2022 |
Daudel, Kamélia |
Robust Regression Revisited: Acceleration and Improved Estimation Rates
|
2022 |
Jambulapati, Arun |
Pruning Randomly Initialized Neural Networks with Iterative Randomization
|
2022 |
Chijiwa, Daiki |
MixACM: Mixup-Based Robustness Transfer via Distillation of Activated Channel Maps
|
2022 |
Muhammad, Awais |
Representation Learning for Event-based Visuomotor Policies
|
2022 |
Vemprala, Sai |
Credit Assignment in Neural Networks through Deep Feedback Control
|
2022 |
Meulemans, Alexander |
MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence Frontiers
|
2022 |
Pillutla, Krishna |
Limiting fluctuation and trajectorial stability of multilayer neural networks with mean field training
|
2022 |
Pham, Huy Tuan |
Accurately Solving Rod Dynamics with Graph Learning
|
2022 |
Shao, Han |
Overcoming the Convex Barrier for Simplex Inputs
|
2022 |
Behl, Harkirat Singh |
Speedy Performance Estimation for Neural Architecture Search
|
2022 |
Ru, Robin |
How Tight Can PAC-Bayes be in the Small Data Regime?
|
2022 |
Foong, Andrew |
Efficient Training of Retrieval Models using Negative Cache
|
2022 |
Lindgren, Erik |
Optimizing Conditional Value-At-Risk of Black-Box Functions
|
2022 |
Nguyen, Quoc Phong |
E(n) Equivariant Normalizing Flows
|
2022 |
Garcia Satorras, Victor |