Self-Supervised Learning

Consistency-aware Self-Training for Iterative-based Stereo Matching CVPR 2025 Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification AAAI 2025 Contextures: Representations from Contexts ICML 2025 Continual Multiple Instance Learning with Enhanced Localization for Histopathological Whole Slide Image Analysis ICCV 2025 Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI Segmentation WACV 2025 Contour Integration Underlies Human-Like Vision ICML 2025 Contrastive Learning of Image Representations Guided by Spatial Relations WACV 2025 Coordinate-based Speed of Sound Recovery for Aberration-Corrected Photoacoustic Computed Tomography ICCV 2025 CorrCLIP: Reconstructing Patch Correlations in CLIP for Open-Vocabulary Semantic Segmentation ICCV 2025 Correcting Hallucinations in News Summaries: Exploration of Self-Correcting LLM Methods with External Knowledge ACL 2025 COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training CVPR 2025 CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AI CVPR 2025 CR-CTC: Consistency regularization on CTC for improved speech recognition ICLR 2025 CRISP: Object Pose and Shape Estimation with Test-Time Adaptation CVPR 2025 CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios EMNLP 2025 CritiQ: Mining Data Quality Criteria from Human Preferences ACL 2025 Cross-lingual Data Selection Using Clip-level Acoustic Similarity for Enhancing Low-resource Automatic Speech Recognition Interspeech 2025 Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations AAAI 2025 Cross-View Graph Consistency Learning for Invariant Graph Representations AAAI 2025 CrowdMAC: Masked Crowd Density Completion for Robust Crowd Density Forecasting WACV 2025 CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting AAAI 2025 CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset CVPR 2025 CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency EMNLP 2025 DAFMSVC: One-Shot Singing Voice Conversion with Dual Attention Mechanism and Flow Matching Interspeech 2025 DASC-SPT: Towards Self-Supervised Panoramic Semantic Segmentation WACV 2025