Vision-Language Models

TimeViper: A Hybrid Mamba-Transformer Vision-Language Model for Efficient Long Video Understanding CVPR 2026 TIPSv2: Advancing Vision-Language Pretraining with Enhanced Patch-Text Alignment CVPR 2026 Token Warping Helps MLLMs Look from Nearby Viewpoints CVPR 2026 Towards Intrinsic-Aware Monocular 3D Object Detection CVPR 2026 Towards Mitigating Modality Bias in Vision-Language Models for Temporal Action Localization ACL 2026 Towards Open-Vocabulary Industrial Defect Understanding with a Large-Scale Multimodal Dataset CVPR 2026 Towards Policy-Adaptive Image Guardrail: Benchmark and Method CVPR 2026 Towards Streaming Referring Video Segmentation via Large Language Model CVPR 2026 Towards Unified Human Perception and Machine Understanding: Token Flow Guided Compression Framework CVPR 2026 Training-Free Open-Vocabulary Camouflaged Object Segmentation via Fine-Grained Object Binding and Adaptive Hybrid Prompt CVPR 2026 TrajTok: Learning Trajectory Tokens Enhances Video Understanding CVPR 2026 Transform to Transfer: Boosting Adversarial Attack Transferability on Vision-Language Pre-training Models CVPR 2026 TRANSPORTER: Transferring Visual Semantics from VLM Manifolds CVPR 2026 TransPrune: Token Transition Pruning for Efficient Large Vision-Language Model CVPR 2026 TreeTeaming: Autonomous Red-Teaming of Vision-Language Models via Hierarchical Strategy Exploration CVPR 2026 TRM-VLA: Temporal-Aware Chain-of-Thought Reasoning and Memorization for Vision-Language-Action Models CVPR 2026 TTL: Test-time Textual Learning for OOD Detection with Pretrained Vision-Language Models CVPR 2026 TTP: Test-Time Padding for Adversarial Detection and Robust Adaptation on Vision-Language Models CVPR 2026 TTRV: Test-Time Reinforcement Learning for Vision Language Models CVPR 2026 TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models CVPR 2026 UARE: A Unified Vision-Language Model for Image Quality Assessment, Restoration, and Enhancement CVPR 2026 UI-Lens: Assessing General MLLMs' Potential to Automate UI Display Quality Assurance CVPR 2026 Uncertainty-Aware Knowledge Distillation for Multimodal Large Language Models CVPR 2026 Uncertainty-guided Compositional Alignment with Part-to-Whole Semantic Representativeness in Hyperbolic Vision-Language Models CVPR 2026 Understanding Counting Mechanisms in Large Language and Vision-Language Models CVPR 2026