Self-Supervised Learning

Scarf: Self-Supervised Contrastive Learning using Random Feature Corruption ICLR 2022 SCD: Self-Contrastive Decorrelation of Sentence Embeddings ACL 2022 Scene Consistency Representation Learning for Video Scene Segmentation CVPR 2022 Scientific Paper Extractive Summarization Enhanced by Citation Graphs EMNLP 2022 ScoutWav: Two-Step Fine-Tuning on Self-Supervised Automatic Speech Recognition for Low-Resource Environments Interspeech 2022 SEEG: Semantic Energized Co-Speech Gesture Generation CVPR 2022 SelecMix: Debiased Learning by Contradicting-pair Sampling NeurIPS 2022 Selective-Supervised Contrastive Learning With Noisy Labels CVPR 2022 Self-Adaptive Imitation Learning: Learning Tasks with Delayed Rewards from Sub-optimal Demonstrations AAAI 2022 Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI NAACL 2022 SelfD: Self-Learning Large-Scale Driving Policies From the Web CVPR 2022 SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation COLING 2022 Self-Joint Supervised Learning ICLR 2022 Self-Labeling Framework for Novel Category Discovery over Domains AAAI 2022 Self-paced Supervision for Multi-source Domain Adaptation IJCAI 2022 Self-Predictive Dynamics for Generalization of Vision-based Reinforcement Learning IJCAI 2022 SelfRemaster: Self-Supervised Speech Restoration with Analysis-by-Synthesis Approach Using Channel Modeling Interspeech 2022 Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations NeurIPS 2022 Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition NeurIPS 2022 Self-supervised Amodal Video Object Segmentation NeurIPS 2022 Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation CVPR 2022 Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data AAAI 2022 Self-Supervised Category-Level 6D Object Pose Estimation with Deep Implicit Shape Representation AAAI 2022 Self-supervised Context-aware Style Representation for Expressive Speech Synthesis Interspeech 2022 Self-Supervised Contrastive Learning with Adversarial Perturbations for Defending Word Substitution-based Attacks NAACL 2022