Self-Supervised Learning

Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel ICLR 2025 Bootstrap Your Own Views: Masked Ego-Exo Modeling for Fine-grained View-invariant Video Representations CVPR 2025 Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution ACL 2025 Bridging the Gap Between Molecule and Textual Descriptions via Substructure-aware Alignment EMNLP 2025 Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025 Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking ACL 2025 BSemiFL: Semi-supervised Federated Learning via a Bayesian Approach ICML 2025 B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners ICLR 2025 Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarcity ACL 2025 CA2C: A Prior-Knowledge-Free Approach for Robust Label Noise Learning via Asymmetric Co-learning and Co-training ICCV 2025 CACE: Sim-to-Real Indoor 3D Semantic Segmentation via Context-Aware Augmentation and Consistency Enforcement WACV 2025 CADCrafter: Generating Computer-Aided Design Models from Unconstrained Images CVPR 2025 CAGE: Unsupervised Visual Composition and Animation for Controllable Video Generation AAAI 2025 Can a MISL Fly? Analysis and Ingredients for Mutual Information Skill Learning ICLR 2025 Can Generative Models Improve Self-Supervised Representation Learning? AAAI 2025 Can Hallucination Correction Improve Video-Language Alignment? ACL 2025 Can In-context Learning Really Generalize to Out-of-distribution Tasks? ICLR 2025 Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation EMNLP 2025 Can Multiple Responses from an LLM Reveal the Sources of Its Uncertainty? EMNLP 2025 Can Retelling Have Adequate Information for Reasoning? An Enhancement Method for Imperfect Video Understanding with Large Language Model IJCAI 2025 Can We Detect Failures Without Failure Data? Uncertainty-Aware Runtime Failure Detection for Imitation Learning Policies RSS 2025 Can We Ignore Labels in Out of Distribution Detection? ICLR 2025 Cap2Aug: Caption Guided Image Data Augmentation WACV 2025 CareBot: A Pioneering Full-Process Open-Source Medical Language Model AAAI 2025 CARE-STaR: Constraint-aware Self-taught Reasoner ACL 2025