Self-Supervised Learning

StableAnimator: High-Quality Identity-Preserving Human Image Animation CVPR 2025 Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models CVPR 2025 STEP-DETR: Advancing DETR-based Semi-Supervised Object Detection with Super Teacher and Pseudo-Label Guided Text Queries ICCV 2025 STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification CVPR 2025 Stitch, Contrast, and Segment: Learning a Human Action Segmentation Model Using Trimmed Skeleton Videos AAAI 2025 STLight: A Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal Joint Processing WACV 2025 Storynizor: Consistent Story Generation via Inter-Frame Synchronized and Shuffled ID Injection AAAI 2025 Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition WACV 2025 Structure-aware Semantic Discrepancy and Consistency for 3D Medical Image Self-supervised Learning ICCV 2025 StruMamba3D: Exploring Structural Mamba for Self-supervised Point Cloud Representation Learning ICCV 2025 StyleSSP: Sampling StartPoint Enhancement for Training-free Diffusion-based Method for Style Transfer CVPR 2025 StyO: Stylize Your Face in Only One-Shot AAAI 2025 Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing ACL 2025 SuperEvent: Cross-Modal Learning of Event-based Keypoint Detection for SLAM ICCV 2025 Supervising Sound Localization by In-the-wild Egomotion CVPR 2025 SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning EMNLP 2025 Surgical Flow Masked Autoencoder for Event Recognition MIDL 2025 SurgicalSemiSeg: A Semi-Supervised Framework for Laparoscopic Image Segmentation MIDL 2025 SV-data2vec: Guiding Video Representation Learning with Latent Skeleton Targets WACV 2025 SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization CVPR 2025 Synthesizing Near-Boundary OOD Samples for Out-of-Distribution Detection ICCV 2025 Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors CVPR 2025 TableCoder: Table Extraction from Text via Reliable Code Generation ACL 2025 Tackling Dimensional Collapse toward Comprehensive Universal Domain Adaptation ICML 2025 TADA: Training-free Attribution and Out-of-Domain Detection of Audio Deepfakes Interspeech 2025