representation learning

Provably Filtering Exogenous Distractors using Multistep Inverse Dynamics ICLR 2022 Proxy Learning of Visual Concepts of Fine Art Paintings from Styles through Language Models AAAI 2022 Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks NeurIPS 2022 Quantifying and Learning Linear Symmetry-Based Disentanglement ICML 2022 Question Answering Infused Pre-training of General-Purpose Contextualized Representations ACL 2022 R3M: A Universal Visual Representation for Robot Manipulation CoRL 2022 Rank Diminishing in Deep Neural Networks NeurIPS 2022 Ranking Distance Calibration for Cross-Domain Few-Shot Learning CVPR 2022 Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives AAAI 2022 RAW-GNN: RAndom Walk Aggregation based Graph Neural Network IJCAI 2022 ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks EMNLP 2022 Recursive Disentanglement Network ICLR 2022 Reducing Domain mismatch in Self-supervised speech pre-training Interspeech 2022 Redundancy-Free Message Passing for Graph Neural Networks NeurIPS 2022 Redundant representations help generalization in wide neural networks NeurIPS 2022 ReduNet: A White-box Deep Network from the Principle of Maximizing Rate Reduction JMLR 2022 Regularized Autoencoders for Isometric Representation Learning ICLR 2022 Reinforcement Learning with Action-Free Pre-Training from Videos ICML 2022 Reinforcement Learning with Automated Auxiliary Loss Search NeurIPS 2022 Reinforcement Learning with Neural Radiance Fields NeurIPS 2022 Relational Proxies: Emergent Relationships as Fine-Grained Discriminators NeurIPS 2022 Relaxing Equivariance Constraints with Non-stationary Continuous Filters NeurIPS 2022 Renovate Yourself: Calibrating Feature Representation of Misclassified Pixels for Semantic Segmentation AAAI 2022 RényiCL: Contrastive Representation Learning with Skew Rényi Divergence NeurIPS 2022 Repo4QA: Answering Coding Questions via Dense Retrieval on GitHub Repositories COLING 2022