Self-Supervised Learning

CABLD: Contrast-Agnostic Brain Landmark Detection with Consistency-Based Regularization ICCV 2025 CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute Editing AAAI 2025 CAGE: Unsupervised Visual Composition and Animation for Controllable Video Generation AAAI 2025 Can Generative Models Improve Self-Supervised Representation Learning? AAAI 2025 Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025 Can VLMs Recall Factual Associations From Visual References? EMNLP 2025 CASC-AI: Consensus-aware Self-corrective Learning for Cell Segmentation with Noisy Labels MIDL 2025 Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection ICML 2025 CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment CVPR 2025 CEMTM: Contextual Embedding-based Multimodal Topic Modeling EMNLP 2025 CFD: Learning Generalized Molecular Representation via Concept-Enhanced Feedback Disentanglement ICLR 2025 Change3D: Revisiting Change Detection and Captioning from A Video Modeling Perspective CVPR 2025 Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining CVPR 2025 CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning AAAI 2025 CleanDIFT: Diffusion Features without Noise CVPR 2025 CLEAR: Character Unlearning in Textual and Visual Modalities ACL 2025 Closest Neighbors are Harmful for Lightweight Masked Auto-encoders CVPR 2025 CNC: Cross-modal Normality Constraint for Unsupervised Multi-class Anomaly Detection AAAI 2025 CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation ACL 2025 Co-distilled attention guided masked image modeling with noisy teacher for self-supervised learning on medical images MIDL 2025 COIN: Confidence Score-Guided Distillation for Annotation-Free Cell Segmentation ICCV 2025 Color Matching Using Hypernetwork-Based Kolmogorov-Arnold Networks ICCV 2025 Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection NAACL 2025 Conditional [MASK] Discrete Diffusion Language Model EMNLP 2025 ConMo: Controllable Motion Disentanglement and Recomposition for Zero-Shot Motion Transfer CVPR 2025