Self-Supervised Learning

ViiNeuS: Volumetric Initialization for Implicit Neural Surface Reconstruction of Urban Scenes with Limited Image Overlap CVPR 2025 VILLS : Video-Image Learning to Learn Semantics for Person Re-Identification WACV 2025 VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning CVPR 2025 Visual Lexicon: Rich Image Features in Language Space CVPR 2025 Visual Program Distillation with Template-Based Augmentation EMNLP 2025 Visual Prompting for One-shot Controllable Video Editing without Inversion CVPR 2025 VITED: Video Temporal Evidence Distillation CVPR 2025 VoteFlow: Enforcing Local Rigidity in Self-Supervised Scene Flow CVPR 2025 VoxelSplat: Dynamic Gaussian Splatting as an Effective Loss for Occupancy and Flow Prediction CVPR 2025 VRM: Knowledge Distillation via Virtual Relation Matching ICCV 2025 VSSD: Vision Mamba with Non-Causal State Space Duality ICCV 2025 WARLearn: Weather-Adaptive Representation Learning WACV 2025 Warmup Generations: A Task-Agnostic Approach for Guiding Sequence-to-Sequence Learning with Unsupervised Initial State Generation ACL 2025 WarpHE4D: Dense 4D Head Map toward Full Head Reconstruction ICCV 2025 WaterSeeker: Pioneering Efficient Detection of Watermarked Segments in Large Documents NAACL 2025 Wav2Sem: Plug-and-Play Audio Semantic Decoupling for 3D Speech-Driven Facial Animation CVPR 2025 Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation AAAI 2025 Wave-wise Discriminative Tracking by Phase-Amplitude Separation, Augmentation and Mixture IJCAI 2025 Weak2Wise: An Automated, Lightweight Framework for Weak-LLM-Friendly Reasoning Synthesis EMNLP 2025 Weakly-supervised Audio Temporal Forgery Localization via Progressive Audio-language Co-learning Network IJCAI 2025 Wenzhou Dialect Speech to Mandarin Text Conversion NAACL 2025 What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning ICCV 2025 What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models ICCV 2025 What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and Evaluation NAACL 2025 What Has Been Lost with Synthetic Evaluation? EMNLP 2025