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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Taming Video Diffusion Prior with Scene-Grounding Guidance for 3D Gaussian Splatting from Sparse Inputs CVPR 2025
Vid-Group: Temporal Video Grounding Pretraining from Unlabeled Videos in the Wild ICCV 2025
RAEncoder: A Label-Free Reversible Adversarial Examples Encoder for Dataset Intellectual Property Protection CVPR 2025
Learning Visual Generative Priors without Text CVPR 2025
ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning CVPR 2025
Hand-held Object Reconstruction from RGB Video with Dynamic Interaction CVPR 2025
Rectification-specific Supervision and Constrained Estimator for Online Stereo Rectification CVPR 2025
FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning CVPR 2025
One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion CVPR 2025
LiMoE: Mixture of LiDAR Representation Learners from Automotive Scenes CVPR 2025
Masked Scene Modeling: Narrowing the Gap Between Supervised and Self-Supervised Learning in 3D Scene Understanding CVPR 2025
SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization CVPR 2025
Spectral Informed Mamba for Robust Point Cloud Processing CVPR 2025
V2V3D: View-to-View Denoised 3D Reconstruction for Light Field Microscopy CVPR 2025
Noise Modeling in One Hour: Minimizing Preparation Efforts for Self-supervised Low-Light RAW Image Denoising CVPR 2025
Any-Resolution AI-Generated Image Detection by Spectral Learning CVPR 2025
Self-Supervised Learning for Color Spike Camera Reconstruction CVPR 2025
Unraveling Normal Anatomy via Fluid-Driven Anomaly Randomization CVPR 2025
Learning Semi-Supervised Medical Image Segmentation from Spatial Registration WACV 2025
Contrastive Learning of Image Representations Guided by Spatial Relations WACV 2025
Improving Pelvic MR-CT Image Alignment with Self-Supervised Reference-Augmented Pseudo-CT Generation Framework WACV 2025
DeepMIM: Deep Supervision for Masked Image Modeling WACV 2025
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud WACV 2025
DFM: Differentiable Feature Matching for Anomaly Detection CVPR 2025
Self-Supervised Learning with Probabilistic Density Labeling for Rainfall Probability Estimation WACV 2025