Self-Supervised Learning

SAMora: Enhancing SAM through Hierarchical Self-Supervised Pre-Training for Medical Images ICCV 2025 ScaleLSD: Scalable Deep Line Segment Detection Streamlined CVPR 2025 Scaling Language-Free Visual Representation Learning ICCV 2025 Scaling Laws for Pre-training Agents and World Models ICML 2025 Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining ICLR 2025 Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025 SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency ICCV 2025 ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction ACL 2025 SceneSplat: Gaussian Splatting-based Scene Understanding with Vision-Language Pretraining ICCV 2025 SCoder: Progressive Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs EMNLP 2025 SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation ICLR 2025 SCOT: Self-Supervised Contrastive Pretraining for Zero-Shot Compositional Retrieval WACV 2025 scSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data ICML 2025 SDDiff: Boosting Radar Perception via Spatial-Doppler Diffusion IJCAI 2025 SEAL: Semantic Attention Learning for Long Video Representation CVPR 2025 Seal Your Backdoor with Variational Defense ICCV 2025 Seamlessly Integrating Tree-Based Positional Embeddings into Transformer Models for Source Code Representation ACL 2025 Search Strategy Generation for Branch and Bound Using Genetic Programming AAAI 2025 Seeing the Unseen: Composing Outliers for Compositional Zero-Shot Learning IJCAI 2025 Seeking Proxy Point via Stable Feature Space for Noisy Correspondence Learning IJCAI 2025 Seg2Box: 3D Object Detection by Point-Wise Semantics Supervision AAAI 2025 Selective Forgetting: Advancing Machine Unlearning Techniques and Evaluation in Language Models AAAI 2025 Selective Visual Prompting in Vision Mamba AAAI 2025 Self-Boosting Large Language Models with Synthetic Preference Data ICLR 2025 Self-calibration Enhanced Whole Slide Pathology Image Analysis IJCAI 2025