Self-Supervised Learning

Unsupervised Visible-Infrared Person Re-identification under Unpaired Settings ICCV 2025 UNSURE: self-supervised learning with Unknown Noise level and Stein's Unbiased Risk Estimate ICLR 2025 USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature Decorrelation AAAI 2025 USP: Unified Self-Supervised Pretraining for Image Generation and Understanding ICCV 2025 V2V3D: View-to-View Denoised 3D Reconstruction for Light Field Microscopy CVPR 2025 v-CLR: View-Consistent Learning for Open-World Instance Segmentation CVPR 2025 Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision ICCV 2025 VehicleMAE: View-asymmetry Mutual Learning for Vehicle Re-identification Pre-training via Masked AutoEncoders ICCV 2025 VERSE: Verification-based Self-Play for Code Instructions AAAI 2025 Vevo: Controllable Zero-Shot Voice Imitation with Self-Supervised Disentanglement ICLR 2025 Video Depth Anything: Consistent Depth Estimation for Super-Long Videos CVPR 2025 VideoGEM: Training-free Action Grounding in Videos CVPR 2025 Video Language Model Pretraining with Spatio-temporal Masking CVPR 2025 Video Summarization Using Denoising Diffusion Probabilistic Model AAAI 2025 Vid-Group: Temporal Video Grounding Pretraining from Unlabeled Videos in the Wild ICCV 2025 VietASR: Achieving Industry-level Vietnamese ASR with 50-hour labeled data and Large-Scale Speech Pretraining Interspeech 2025 Vision-guided Text Mining for Unsupervised Cross-modal Hashing with Community Similarity Quantization AAAI 2025 VisionPAD: A Vision-Centric Pre-training Paradigm for Autonomous Driving CVPR 2025 VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal Augmentation CVPR 2025 Voice-Based Dysphagia Detection: Leveraging Self-Supervised Speech Representation Interspeech 2025 Wave-driven Graph Neural Networks with Energy Dynamics for Over-smoothing Mitigation IJCAI 2025 Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation AAAI 2025 What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices ACL 2025 What if Othello-Playing Language Models Could See? EMNLP 2025 When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning CVPR 2025