Self-Supervised Learning

Circumventing Backdoor Space via Weight Symmetry ICML 2025 Circumventing Shortcuts in Audio-visual Deepfake Detection Datasets with Unsupervised Learning CVPR 2025 CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning AAAI 2025 CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP ACL 2025 Closest Neighbors are Harmful for Lightweight Masked Auto-encoders CVPR 2025 ClozeMath: Improving Mathematical Reasoning in Language Models by Learning to Fill Equations ACL 2025 Clustering Properties of Self-Supervised Learning ICML 2025 Clustering via Self-Supervised Diffusion ICML 2025 CObL: Toward Zero-Shot Ordinal Layering without User Prompting ICCV 2025 CodeDiffuser: Attention-Enhanced Diffusion Policy via VLM-Generated Code for Instruction Ambiguity RSS 2025 Code Execution as Grounded Supervision for LLM Reasoning EMNLP 2025 Code-Optimise: Self-Generated Preference Data for Correctness and Efficiency NAACL 2025 CoDeR: Counterfactual Demand Reasoning for Sequential Recommendation AAAI 2025 CoDTS: Enhancing Sparsely Supervised Collaborative Perception with a Dual Teacher-Student Framework AAAI 2025 CoE: A Clue of Emotion Framework for Emotion Recognition in Conversations ACL 2025 COF: Adaptive Chain of Feedback for Comparative Opinion Quintuple Extraction COLING 2025 CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards EMNLP 2025 Cognitive Mirroring for DocRE: A Self-Supervised Iterative Reflection Framework with Triplet-Centric Explicit and Implicit Feedback ACL 2025 COIN: Confidence Score-Guided Distillation for Annotation-Free Cell Segmentation ICCV 2025 CoLeM: A framework for semantic interpretation of Russian-language tables based on contrastive learning ACL 2025 Collapse-Proof Non-Contrastive Self-Supervised Learning ICML 2025 CoMatcher: Multi-View Collaborative Feature Matching CVPR 2025 Combinative Matching for Geometric Shape Assembly ICCV 2025 COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping CoRL 2025 ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces WACV 2025