Self-Supervised Learning

KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics ICLR 2025 Knowledge Graph Entity Typing with Curriculum Contrastive Learning COLING 2025 Knowledge Transfer from Interaction Learning ICCV 2025 Know Thyself: Validating Knowledge Awareness of LLM-based Persona Agents NAACL 2025 Label Calibration in Source Free Domain Adaptation WACV 2025 LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback ACL 2025 Language Models as Continuous Self-Evolving Data Engineers EMNLP 2025 Language Models Can Easily Learn to Reason from Demonstrations EMNLP 2025 Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object Detection CVPR 2025 LARP: Tokenizing Videos with a Learned Autoregressive Generative Prior ICLR 2025 LASS: A Novel and Economical Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization COLING 2025 Latent Action Learning Requires Supervision in the Presence of Distractors ICML 2025 Lay2Story: Extending Diffusion Transformers for Layout-Togglable Story Generation ICCV 2025 LayerLock: Non-collapsing Representation Learning with Progressive Freezing ICCV 2025 LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models EMNLP 2025 Lean-STaR: Learning to Interleave Thinking and Proving ICLR 2025 Learnable Feature Patches and Vectors for Boosting Low-light Image Enhancement without External Knowledge ICCV 2025 Learn-by-interact: A Data-Centric Framework For Self-Adaptive Agents in Realistic Environments ICLR 2025 Learning 3D Perception from Others' Predictions ICLR 2025 Learning Complex Heterogeneous Multimodal Fake News via Social Latent Network Inference AAAI 2025 Learning Contextual Retrieval for Robust Conversational Search EMNLP 2025 Learning-enabled Polynomial Lyapunov Function Synthesis via High-Accuracy Counterexample-Guided Framework CVPR 2025 Learning from Streaming Video with Orthogonal Gradients CVPR 2025 Learning from Synchronization: Self-Supervised Uncalibrated Multi-View Person Association in Challenging Scenes CVPR 2025 Learning Graph Invariance by Harnessing Spuriosity ICLR 2025