Self-Supervised Learning

CoSMIC: Continual Self-supervised Learning for Multi-Domain Medical Imaging via Conditional Mutual Information Maximization ICCV 2025 COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training CVPR 2025 CoT-ICL Lab: A Synthetic Framework for Studying Chain-of-Thought Learning from In-Context Demonstrations ACL 2025 Counting Stacked Objects ICCV 2025 Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis ICCV 2025 Critical Forgetting-Based Multi-Scale Disentanglement for Deepfake Detection AAAI 2025 Cross-Aligned Fusion for Multimodal Understanding WACV 2025 Cross-Entropy Is All You Need To Invert the Data Generating Process ICLR 2025 Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations AAAI 2025 Cross-View Completion Models are Zero-shot Correspondence Estimators CVPR 2025 Cross-View Graph Consistency Learning for Invariant Graph Representations AAAI 2025 CrowdMAC: Masked Crowd Density Completion for Robust Crowd Density Forecasting WACV 2025 Crypto-LLM: Two-Stage Language Model Pre-training with Ciphered and Natural Language Data IJCNLP 2025 CTRL-O: Language-Controllable Object-Centric Visual Representation Learning CVPR 2025 CT-ScanGaze: A Dataset and Baselines for 3D Volumetric Scanpath Modeling ICCV 2025 Curating Demonstrations using Online Experience RSS 2025 CurLL: A Developmental Framework to Evaluate Continual Learning in Language Models EMNLP 2025 CustomCrafter: Customized Video Generation with Preserving Motion and Concept Composition Abilities AAAI 2025 CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset CVPR 2025 Cycle-Consistent Learning for Joint Layout-to-Image Generation and Object Detection ICCV 2025 CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency EMNLP 2025 CycSeq: Leveraging Cyclic Data Generation for Accurate Perturbation Prediction in Single-Cell RNA-Seq IJCAI 2025 DACP: Domain-Adaptive Continual Pre-Training of Large Language Models for Phone Conversation Summarization EMNLP 2025 DAGS: A Dependency-Based Dual-Attention and Global Semantic Improvement Framework for Metaphor Recognition ACL 2025 DASC-SPT: Towards Self-Supervised Panoramic Semantic Segmentation WACV 2025