representation learning

VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding EMNLP 2022 VCT: A Video Compression Transformer NeurIPS 2022 Vector-quantized Image Modeling with Improved VQGAN ICLR 2022 Versatile Multi-Modal Pre-Training for Human-Centric Perception CVPR 2022 VICRegL: Self-Supervised Learning of Local Visual Features NeurIPS 2022 VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning ICLR 2022 VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training NeurIPS 2022 Video-Text Representation Learning via Differentiable Weak Temporal Alignment CVPR 2022 VIRT: Improving Representation-based Text Matching via Virtual Interaction EMNLP 2022 Virtual Augmentation Supported Contrastive Learning of Sentence Representations ACL 2022 Vision-Language Pre-Training With Triple Contrastive Learning CVPR 2022 Visual Commonsense in Pretrained Unimodal and Multimodal Models NAACL 2022 Visual Consensus Modeling for Video-Text Retrieval AAAI 2022 Visual Emotion Representation Learning via Emotion-Aware Pre-training IJCAI 2022 Visual Representation Learning Does Not Generalize Strongly Within the Same Domain ICLR 2022 Visual Representation Learning over Latent Domains ICLR 2022 VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning NeurIPS 2022 Warping Layer: Representation Learning for Label Structures in Weakly Supervised Learning AISTATS 2022 Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery EMNLP 2022 Wav2vec-S: Semi-Supervised Pre-Training for Low-Resource ASR Interspeech 2022 Weakly Paired Associative Learning for Sound and Image Representations via Bimodal Associative Memory CVPR 2022 Weakly Supervised Representation Learning with Sparse Perturbations NeurIPS 2022 Well-Classified Examples Are Underestimated in Classification with Deep Neural Networks AAAI 2022 What about Inputting Policy in Value Function: Policy Representation and Policy-Extended Value Function Approximator AAAI 2022 What Do Navigation Agents Learn About Their Environment? CVPR 2022