Self-Supervised Learning

S²HyRec: Self-Supervised Hypergraph Sequential Recommendation AAAI 2026 S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything Without Supervision AAAI 2026 SA²GFM: Enhancing Robust Graph Foundation Models with Structure-Aware Semantic Augmentation AAAI 2026 SAGE: Steerable Agentic Data Generation for Deep Search with Execution Feedback EACL 2026 SAIL: Self-supervised Learning of Lighting-Invariant Representations from Real Images with Latent Diffusion WACV 2026 SAVeD: Learning to Denoise Low-SNR Video for Improved Downstream Performance WACV 2026 Scaling Self-Supervised and Cross-Modal Pretraining for Volumetric CT Transformers CVPR 2026 SCIR: A Self-Correcting Iterative Refinement Framework for Enhanced Information Extraction Based on Schema AAAI 2026 SEA-PACE: Semi-Supervised Underwater Image Enhancement via Gaussian Process–Assisted Self-Paced Learning AAAI 2026 See, Think, Learn: A Self-Taught Multimodal Reasoner WACV 2026 Self-Enhanced Image Clustering with Cross-Modal Semantic Consistency AAAI 2026 Self-NPO: Data-Free Diffusion Model Enhancement via Truncated Diffusion Fine-Tuning AAAI 2026 Self-Supervised Compression and Artifact Correction for Streaming Underwater Imaging Sonar WACV 2026 Self-Supervised Contrastive Re-Learning for Multi-Graph Multi-Label Classification AAAI 2026 Self-Supervised Cross-City Trajectory Representation Learning Based on Meta-Learning AAAI 2026 Self-Supervised Hypergraph Learning with Substructure Awareness for Hyperedge Prediction AAAI 2026 Self-Supervised Inductive Logic Programming AAAI 2026 Self-Supervised Learning Based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation AAAI 2026 Self-supervised Multiplex Consensus Mamba for General Image Fusion AAAI 2026 Self-Supervised One-Step Diffusion Refinement for Snapshot Compressive Imaging AAAI 2026 Self-Supervised Representation Learning with Joint Embedding Predictive Architecture for Automotive LiDAR Object Detection AAAI 2026 Self-Supervised Visual Prompting for Cross-Domain Road Damage Detection WACV 2026 SEVADE: Self-Evolving Multi-Agent Analysis with Decoupled Evaluation for Hallucination-Resistant Sarcasm Detection AAAI 2026 Shedding the Facades, Connecting the Domains: Detecting Shifting Multimodal Hate Video with Test-Time Adaptation AAAI 2026 Shortcut Learning Susceptibility in Vision Classifiers (Student Abstract) AAAI 2026