Self-Supervised Learning

VICRegL: Self-Supervised Learning of Local Visual Features NeurIPS 2022 VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training NeurIPS 2022 Video Swin Transformer CVPR 2022 Video-Text Representation Learning via Differentiable Weak Temporal Alignment CVPR 2022 Vision-Language Pre-Training With Triple Contrastive Learning CVPR 2022 Visual Commonsense in Pretrained Unimodal and Multimodal Models NAACL 2022 Visual Emotion Representation Learning via Emotion-Aware Pre-training IJCAI 2022 Visual Sound Localization in the Wild by Cross-Modal Interference Erasing AAAI 2022 WALT: Watch and Learn 2D Amodal Representation From Time-Lapse Imagery CVPR 2022 Wasserstein Unsupervised Reinforcement Learning AAAI 2022 Watch It Move: Unsupervised Discovery of 3D Joints for Re-Posing of Articulated Objects CVPR 2022 WavThruVec: Latent speech representation as intermediate features for neural speech synthesis Interspeech 2022 Weakly Supervised Neural Symbolic Learning for Cognitive Tasks AAAI 2022 Weighted self Distillation for Chinese word segmentation ACL 2022 What do Large Language Models Learn beyond Language? EMNLP 2022 When Does Contrastive Visual Representation Learning Work? CVPR 2022 Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective NeurIPS 2022 Word Discovery in Visually Grounded, Self-Supervised Speech Models Interspeech 2022 Word Order Matters When You Increase Masking EMNLP 2022 XLM-K: Improving Cross-Lingual Language Model Pre-training with Multilingual Knowledge AAAI 2022 XMP-Font: Self-Supervised Cross-Modality Pre-Training for Few-Shot Font Generation CVPR 2022 Zero-Shot Audio Source Separation through Query-Based Learning from Weakly-Labeled Data AAAI 2022 3D Human Action Representation Learning via Cross-View Consistency Pursuit CVPR 2021 A Context Aware Approach for Generating Natural Language Attacks AAAI 2021 Adaptive Prototype Learning and Allocation for Few-Shot Segmentation CVPR 2021