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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Learn2Synth: Learning Optimal Data Synthesis Using Hypergradients for Brain Image Segmentation ICCV 2025
When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning CVPR 2025
Point Cloud Self-supervised Learning via 3D to Multi-view Masked Learner ICCV 2025
SMILE: Infusing Spatial and Motion Semantics in Masked Video Learning CVPR 2025
Continual Multiple Instance Learning with Enhanced Localization for Histopathological Whole Slide Image Analysis ICCV 2025
Lifting Motion to the 3D World via 2D Diffusion CVPR 2025
SplineGS: Robust Motion-Adaptive Spline for Real-Time Dynamic 3D Gaussians from Monocular Video CVPR 2025
SuperEvent: Cross-Modal Learning of Event-based Keypoint Detection for SLAM ICCV 2025
Learning Conditional Space-Time Prompt Distributions for Video Class-Incremental Learning CVPR 2025
GARF: Learning Generalizable 3D Reassembly for Real-World Fractures ICCV 2025
Scaling Language-Free Visual Representation Learning ICCV 2025
CleanDIFT: Diffusion Features without Noise CVPR 2025
Change3D: Revisiting Change Detection and Captioning from A Video Modeling Perspective CVPR 2025
Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding CVPR 2025
Associative Transformer CVPR 2025
CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AI CVPR 2025
Closest Neighbors are Harmful for Lightweight Masked Auto-encoders CVPR 2025
ONDA-Pose: Occlusion-Aware Neural Domain Adaptation for Self-Supervised 6D Object Pose Estimation CVPR 2025
Distribution Prototype Diffusion Learning for Open-set Supervised Anomaly Detection CVPR 2025
Mamba-Reg: Vision Mamba Also Needs Registers CVPR 2025
Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object Detection CVPR 2025
DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation ICCV 2025
LayerLock: Non-collapsing Representation Learning with Progressive Freezing ICCV 2025
Video Depth Anything: Consistent Depth Estimation for Super-Long Videos CVPR 2025
CorrCLIP: Reconstructing Patch Correlations in CLIP for Open-Vocabulary Semantic Segmentation ICCV 2025