Self-Supervised Learning

Disentangle Nighttime Lens Flares: Self-supervised Generation-based Lens Flare Removal AAAI 2025 Disentangling Dual-Encoder Masked Autoencoder for Respiratory Sound Classification Interspeech 2025 Disentangling Multi-view Representations via Curriculum Learning with Learnable Prior IJCAI 2025 Distilling a speech and music encoder with task arithmetic Interspeech 2025 Distribution Prototype Diffusion Learning for Open-set Supervised Anomaly Detection CVPR 2025 DMRN: A Dynamical Multi-Order Response Network for the Robust Lung Airway Segmentation WACV 2025 DocTTT: Test-Time Training for Handwritten Document Recognition using Meta-Auxiliary Learning WACV 2025 Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling AAAI 2025 Do It Yourself: Learning Semantic Correspondence from Pseudo-Labels ICCV 2025 DomCLP: Domain-wise Contrastive Learning with Prototype Mixup for Unsupervised Domain Generalization AAAI 2025 DP-GTR: Differentially Private Prompt Protection via Group Text Rewriting EMNLP 2025 DriveX: Omni Scene Modeling for Learning Generalizable World Knowledge in Autonomous Driving ICCV 2025 DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models EMNLP 2025 Dual Conditioned Motion Diffusion for Pose-Based Video Anomaly Detection AAAI 2025 DualNet: Robust Self-Supervised Stereo Matching with Pseudo-Label Supervision AAAI 2025 Dual-Path Counterfactual Integration for Multimodal Aspect-Based Sentiment Classification EMNLP 2025 DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications ICML 2025 DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation ICCV 2025 DyGMAE: A Novel Dynamic Graph Masked Autoencoder for Link Prediction UAI 2025 Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio Semantics CVPR 2025 Dynamic Entity-Masked Graph Diffusion Model for Histopathology Image Representation Learning AAAI 2025 Dynamic Target Distribution Estimation for Source-Free Open-Set Domain Adaptation AAAI 2025 EasyCraft: A Robust and Efficient Framework for Automatic Avatar Crafting CVPR 2025 EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance CVPR 2025 Edge Contrastive Learning: An Augmentation-Free Graph Contrastive Learning Model AAAI 2025