Representation Learning

VideoWorld: Exploring Knowledge Learning from Unlabeled Videos CVPR 2025 VidEvent: A Large Dataset for Understanding Dynamic Evolution of Events in Videos AAAI 2025 VidMuse: A Simple Video-to-Music Generation Framework with Long-Short-Term Modeling CVPR 2025 View-Association-Guided Dynamic Multi-View Classification IJCAI 2025 VIGFace: Virtual Identity Generation for Privacy-Free Face Recognition Dataset ICCV 2025 VISaGE: Understanding Visual Generics and Exceptions EMNLP 2025 Vision CNNs trained to estimate spatial latents learned similar ventral-stream-aligned representations ICLR 2025 Vision Graph Prompting via Semantic Low-Rank Decomposition ICML 2025 Vision-Guided Action: Enhancing 3D Human Motion Prediction with Gaze-informed Affordance in 3D Scenes CVPR 2025 Vision-Language Models Do Not Understand Negation CVPR 2025 VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters ICML 2025 Visual Representation Learning through Causal Intervention for Controllable Image Editing CVPR 2025 ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy ICML 2025 ViUniT: Visual Unit Tests for More Robust Visual Programming CVPR 2025 VLM-AD: End-to-End Autonomous Driving through Vision-Language Model Supervision CoRL 2025 VLMs-Guided Representation Distillation for Efficient Vision-Based Reinforcement Learning CVPR 2025 VLsI: Verbalized Layers-to-Interactions from Large to Small Vision Language Models CVPR 2025 Volume-Aware Distance for Robust Similarity Learning ICML 2025 VQTalker: Towards Multilingual Talking Avatars Through Facial Motion Tokenization AAAI 2025 VRD-IU: Lessons from Visually Rich Document Intelligence and Understanding IJCAI 2025 VRoPE: Rotary Position Embedding for Video Large Language Models EMNLP 2025 VSNet: Focusing on the Linguistic Characteristics of Sign Language CVPR 2025 VSTAR: Generative Temporal Nursing for Longer Dynamic Video Synthesis ICLR 2025 VTGaussian-SLAM: RGBD SLAM for Large Scale Scenes with Splatting View-Tied 3D Gaussians ICML 2025 V-VAE: A Variational Auto Encoding Framework Towards Fine-Grained Control over Human-Like Chat EMNLP 2025