Representation Learning

Probing with Noise: Unpicking the Warp and Weft of Embeddings EMNLP 2022 Procedural Image Programs for Representation Learning NeurIPS 2022 Programmatic Concept Learning for Human Motion Description and Synthesis CVPR 2022 Protecting Intellectual Property of Language Generation APIs with Lexical Watermark AAAI 2022 ProtoTEx: Explaining Model Decisions with Prototype Tensors ACL 2022 Prototype-Based Explanations for Graph Neural Networks (Student Abstract) AAAI 2022 Pseudo-Relevance for Enhancing Document Representation EMNLP 2022 PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation NeurIPS 2022 Quality Not Quantity: On the Interaction between Dataset Design and Robustness of CLIP NeurIPS 2022 QuALITY: Question Answering with Long Input Texts, Yes! NAACL 2022 Quantifying and Learning Linear Symmetry-Based Disentanglement ICML 2022 Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record ACL 2022 RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection NeurIPS 2022 Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives AAAI 2022 Rare Gems: Finding Lottery Tickets at Initialization NeurIPS 2022 ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples EMNLP 2022 Recall@k Surrogate Loss With Large Batches and Similarity Mixup CVPR 2022 Recurring the Transformer for Video Action Recognition CVPR 2022 RecursiveMix: Mixed Learning with History NeurIPS 2022 Redundancy-Free Message Passing for Graph Neural Networks NeurIPS 2022 Redundant representations help generalization in wide neural networks NeurIPS 2022 Reflection and Rotation Symmetry Detection via Equivariant Learning CVPR 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