Self-Supervised Learning

Incomplete Multi-view Diabetic Retinopathy Grading via Self-Supervised Inter- and Intra-View Restoration AAAI 2026 Inferring Heterogeneous Private Valuations from Offline Market Data via Entropic Risk-Sensitive Utility Maximization AAAI 2026 Information-Theoretic Minimal Sufficient Representation for Multi-Domain Knowledge Graph Completion AAAI 2026 InstructDubber: Instruction-based Alignment for Zero-shot Movie Dubbing AAAI 2026 INTENT: Invariance and Discrimination-aware Noise Mitigation for Robust Composed Image Retrieval AAAI 2026 Intention-Aware Diffusion Model for Pedestrian Trajectory Prediction AAAI 2026 Interaction-via-Actions: Cattle Interaction Detection with Joint Learning of Action-Interaction Latent Space WACV 2026 In-Token Rationality Optimization: Towards Accurate and Concise LLM Reasoning via Self-Feedback AAAI 2026 Intuitive Thinking: Expanding Large Language Models’ Thinking for Rapid Decision-Making on Candidate Corrections in Chinese Grammar Error Correction AAAI 2026 Invariant Representation Learning for Memory Behavior Modeling via Adaptive Environment Separation AAAI 2026 IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization AAAI 2026 Is the Information Bottleneck Robust Enough? Towards Label-Noise Resistant Information Bottleneck Learning AAAI 2026 Joint Evaluation of Answer and Reasoning Consistency for Hallucination Detection in Large Reasoning Models AAAI 2026 Jump-teaching: Combating Sample Selection Bias via Temporal Disagreement AAAI 2026 Koopman Invariants as Drivers of Emergent Time-Series Clustering in Joint-Embedding Predictive Architectures AAAI 2026 KPDM: Key Phrase Dynamic Masking for Robust Text-to-Image Person Retrieval AAAI 2026 K-ProtoDiff: Key Prototypes-Guided Diffusion for Time Series Generation AAAI 2026 K-STaR: Knowledge-Aware Self-Taught Reasoner AAAI 2026 LaF-GRPO: In-Situ Navigation Instruction Generation for the Visually Impaired via GRPO with LLM-as-Follower Reward AAAI 2026 Large Connectome Model: An fMRI Foundation Model of Brain Connectomes Empowered by Brain-Environment Interaction in Multitask Learning Landscape AAAI 2026 LASER: Lip Landmark Assisted Speaker Detection for Robustness WACV 2026 Learning Beyond Domains: Misleading Prompts and Pseudo-Label Contrast for Text Domain Generalization AAAI 2026 Learning Beyond Labels: Self-Supervised Handwritten Text Recognition WACV 2026 Learning Depth from Past Selves: Self-Evolution Contrast for Robust Depth Estimation AAAI 2026 Learning from Reasoning Failures via Synthetic Data Generation AAAI 2026