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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

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
SpatialTrackerV2: Advancing 3D Point Tracking with Explicit Camera Motion ICCV 2025
Supervising Sound Localization by In-the-wild Egomotion CVPR 2025
TESPEC: Temporally-Enhanced Self-Supervised Pretraining for Event Cameras ICCV 2025
CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset CVPR 2025
RANKCLIP: Ranking-Consistent Language-Image Pretraining ICCV 2025