Vision-Language Models

Understanding Task Transfer in Vision-Language Models CVPR 2026 UniChange: Unifying Change Detection with Multimodal Large Language Model CVPR 2026 UniDex: A Robot Foundation Suite for Universal Dexterous Hand Control from Egocentric Human Videos CVPR 2026 UniEdit-I: Training-free Image Editing for Unified VLM via Iterative Understanding, Editing and Verifying CVPR 2026 Unified Multimodal Models as Auto-Encoders CVPR 2026 Unified Personalized Understanding, Generating and Editing CVPR 2026 Unified Spatiotemporal Token Compression for Video-LLMs at Ultra-Low Retention CVPR 2026 Unifying Perception and Action: A Hybrid-Modality Pipeline with Implicit Visual Chain-of-Thought for Robotic Action Generation CVPR 2026 UniGen-1.5: Enhancing Image Generation and Editing through Reward Unification in RL CVPR 2026 Uni-Hema: Unified Model for Digital Hematopathology CVPR 2026 UNI-OOD: Unified Object- and Image-level Out-of-Distribution Detection via Cross-Context Attentive Vision-Language Modeling CVPR 2026 UNIVID: Unified Vision-Language Model for Video Moderation ACL 2026 Unlearning without Forgetting: Securely Removing Targeted Concepts from Large-Scale Vision-Language Open-Vocabulary Detectors CVPR 2026 Unleashing Spatial Reasoning in Multimodal Large Language Models via Textual Representation Guided Reasoning ACL 2026 Unleashing the Intrinsic Visual Representation Capability of Multimodal Large Language Models CVPR 2026 Unleashing VLA Potentials in Autonomous Driving via Explicit Learning from Failures CVPR 2026 Unlocking Motion from Large Vision Models with a Semantic and Kinematic Duality for Gait Recognition CVPR 2026 Unsafe2Safe: Controllable Image Anonymization for Downstream Utility CVPR 2026 UZ3DVG: Unaided Zero-Shot 3D Visual Grounding with Generated Language Conditions CVPR 2026 Variation-aware Vision Token Dropping for Faster Large Vision-Language Models CVPR 2026 VCP-Attack: Visual-Contrastive Projection for Transferable Black-Box Targeted Attacks on Large Vision-Language Models CVPR 2026 VCU-Bridge: Hierarchical Visual Connotation Understanding via Semantic Bridging CVPR 2026 VectorArk: Learning Practical Image Vectorization with Rounded Polygon Representation CVPR 2026 Vector Prism: Animating Vector Graphics by Stratifying Semantic Structure CVPR 2026 Venus: Benchmarking and Empowering Multimodal Large Language Models for Aesthetic Guidance and Cropping CVPR 2026