Representation Learning

Learning Quality-Aware Representation for Multi-Person Pose Regression AAAI 2022 Learning Representations via a Robust Behavioral Metric for Deep Reinforcement Learning NeurIPS 2022 Learning sparse features can lead to overfitting in neural networks NeurIPS 2022 Learning sRGB-to-Raw-RGB De-Rendering With Content-Aware Metadata CVPR 2022 Learning Structure from the Ground up---Hierarchical Representation Learning by Chunking NeurIPS 2022 Learning Symmetric Embeddings for Equivariant World Models ICML 2022 Learning Tensor Representations for Meta-Learning AISTATS 2022 Learning the Physics of Particle Transport via Transformers AAAI 2022 Learning To Generate Line Drawings That Convey Geometry and Semantics CVPR 2022 Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning ACL 2022 Learning Token-Based Representation for Image Retrieval AAAI 2022 Learning to Rank Visual Stories From Human Ranking Data ACL 2022 Learning To Refactor Action and Co-Occurrence Features for Temporal Action Localization CVPR 2022 Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders AAAI 2022 Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space NeurIPS 2022 Letters From the Past: Modeling Historical Sound Change Through Diachronic Character Embeddings ACL 2022 Leveraging Only the Category Name for Aspect Detection through Prompt-based Constrained Clustering EMNLP 2022 Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval EMNLP 2022 LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution ACL 2022 Linear Adversarial Concept Erasure ICML 2022 Listwise Learning to Rank Based on Approximate Rank Indicators AAAI 2022 Locality-Aware Inter- and Intra-Video Reconstruction for Self-Supervised Correspondence Learning CVPR 2022 Locally Hierarchical Auto-Regressive Modeling for Image Generation NeurIPS 2022 Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis NeurIPS 2022 Long Text Generation with Topic-aware Discrete Latent Variable Model EMNLP 2022