Self-Supervised Learning

The Provable Benefit of Unsupervised Data Sharing for Offline Reinforcement Learning ICLR 2023 The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning ICML 2023 The SSL Interplay: Augmentations, Inductive Bias, and Generalization ICML 2023 THMA: Tencent HD Map AI System for Creating HD Map Annotations AAAI 2023 THOR-Net: End-to-End Graformer-Based Realistic Two Hands and Object Reconstruction With Self-Supervision WACV 2023 Three Guidelines You Should Know for Universally Slimmable Self-Supervised Learning CVPR 2023 Tied-Augment: Controlling Representation Similarity Improves Data Augmentation ICML 2023 Time-Conditioned Generative Modeling of Object-Centric Representations for Video Decomposition and Prediction UAI 2023 Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations ICCV 2023 TIPI: Test Time Adaptation With Transformation Invariance CVPR 2023 Token Boosting for Robust Self-Supervised Visual Transformer Pre-Training CVPR 2023 Token-Level Self-Evolution Training for Sequence-to-Sequence Learning ACL 2023 TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition Interspeech 2023 Toolformer: Language Models Can Teach Themselves to Use Tools NeurIPS 2023 TopicFM: Robust and Interpretable Topic-Assisted Feature Matching AAAI 2023 TopoSRL: Topology preserving self-supervised Simplicial Representation Learning NeurIPS 2023 ToThePoint: Efficient Contrastive Learning of 3D Point Clouds via Recycling CVPR 2023 Towards All-in-One Pre-Training via Maximizing Multi-Modal Mutual Information CVPR 2023 Towards Attention-based Contrastive Learning for Audio Spoof Detection Interspeech 2023 Towards a Unified Theoretical Understanding of Non-contrastive Learning via Rank Differential Mechanism ICLR 2023 Towards Better Stability and Adaptability: Improve Online Self-Training for Model Adaptation in Semantic Segmentation CVPR 2023 Towards Collaborative Plan Acquisition through Theory of Mind Modeling in Situated Dialogue IJCAI 2023 Towards Free Data Selection with General-Purpose Models NeurIPS 2023 Towards Global Video Scene Segmentation with Context-Aware Transformer AAAI 2023 Towards Mitigating LLM Hallucination via Self Reflection EMNLP 2023