Self-Supervised Learning

Graph Contrastive Learning under Heterophily via Graph Filters UAI 2024 GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding CVPR 2024 Happy: A Debiased Learning Framework for Continual Generalized Category Discovery NeurIPS 2024 Harnessing small projectors and multiple views for efficient vision pretraining NeurIPS 2024 HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping AAAI 2024 Heterogeneous Test-Time Training for Multi-Modal Person Re-identification AAAI 2024 Hierarchical Intra-modal Correlation Learning for Label-free 3D Semantic Segmentation CVPR 2024 Hierarchical Spatio-temporal Decoupling for Text-to-Video Generation CVPR 2024 High-Fidelity Pseudo-Labels for Boosting Weakly-Supervised Segmentation WACV 2024 How Do Large Language Models Acquire Factual Knowledge During Pretraining? NeurIPS 2024 How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks NeurIPS 2024 How Learning by Reconstruction Produces Uninformative Features For Perception ICML 2024 Human Motion Prediction Under Unexpected Perturbation CVPR 2024 Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation CVPR 2024 Hyperbolic Anomaly Detection CVPR 2024 Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention NeurIPS 2024 Image Background Serves as Good Proxy for Out-of-distribution Data ICLR 2024 Improved Self-Training for Test-Time Adaptation CVPR 2024 Improved Visual Grounding through Self-Consistent Explanations CVPR 2024 Improving Factual Error Correction by Learning to Inject Factual Errors AAAI 2024 Improving Graph Contrastive Learning via Adaptive Positive Sampling CVPR 2024 Improving Semantic Correspondence with Viewpoint-Guided Spherical Maps CVPR 2024 Improving the Robustness of Large Language Models via Consistency Alignment COLING 2024 Improving Vision-and-Language Reasoning via Spatial Relations Modeling WACV 2024 In-Context Matting CVPR 2024