Vision-Language Models

Test-Time Attention Purification for Backdoored Large Vision Language Models CVPR 2026 Test-Time Multi-Prompt Adaptation for Open-Vocabulary Remote Sensing Image Segmentation CVPR 2026 Test-Time Perturbation Tuning with Delayed Feedback for Vision-Language-Action Models CVPR 2026 Text-Driven 3D Hand Motion Generation from Sign Language Data CVPR 2026 Text-Printed Image: Bridging the Image-Text Modality Gap for Text-centric Training of Large Vision-Language Models CVPR 2026 The Blind Spot of Adaptation: Quantifying and Mitigating Forgetting in Fine-tuned Driving Models CVPR 2026 The Geometry of Robustness: Optimizing Loss Landscape Curvature and Feature Manifold Alignment for Robust Finetuning of Vision-Language Models CVPR 2026 The LLM Bottleneck: Why Open-Source Vision LLMs Struggle with Hierarchical Visual Recognition CVPR 2026 The Power of Prior: Training-Free Open-Vocabulary Semantic Segmentation with LLaVA CVPR 2026 TherA: Thermal-Aware Visual-Language Prompting for Controllable RGB-to-Thermal Infrared Translation CVPR 2026 Thermal-Det: Language-Guided Cross-Modal Distillation for Open-Vocabulary Thermal Object Detection CVPR 2026 The Side Effects of Being Smart: Safety Risks in MLLMs’ Multi-Image Reasoning ACL 2026 The Visual Iconicity Challenge: Evaluating Vision-Language Models on Sign Language Form–Meaning Mapping ACL 2026 Think-as-You-See: Streaming Chain-of-Thought Reasoning for Large Vision-Language Models CVPR 2026 Think before Go: Hierarchical Reasoning for Image-goal Navigation ACL 2026 Think Before You Drive: World Model-Inspired Multimodal Grounding CVPR 2026 ThinkGen: Generalized Thinking for Visual Generation CVPR 2026 Thinking Beyond Labels: Vocabulary-Free Fine-Grained Recognition using Reasoning-Augmented LMMs CVPR 2026 Thinking in 360deg: Humanoid Visual Search in the Wild CVPR 2026 Thinking in Dynamics: How Multimodal Large Language Models Perceive, Track, and Reason Dynamics in Physical 4D World CVPR 2026 Thinking with Programming Vision: Towards a Unified View for Thinking with Images CVPR 2026 Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm CVPR 2026 Think Visually, Reason Textually: Vision-Language Synergy in Abstract Reasoning CVPR 2026 Through the Magnifying Glass: Adaptive Perception Magnification for Hallucination-Free VLM Decoding ACL 2026 Time Blindness: Why Video-Language Models Can't See What Humans Can? CVPR 2026