vision-language model

Synthesizing Visual Concepts as Vision-Language Programs CVPR 2026 Synthetic Vasculature and Pathology Enhance Vision-Language Model Reasoning MIDL 2026 T2SGrid: Temporal-to-Spatial Gridification for Video Temporal Grounding CVPR 2026 TABED: Test-Time Adaptive Ensemble Drafting for Robust Speculative Decoding in LVLMs EACL 2026 Taming the Phantom: Token-Asymmetric Filtering for Hallucination Mitigation in Large Vision-Language Models AAAI 2026 TANGO: Text-Anchored Guided Optimization for Robust Fine-tuning Vision-Language Models under Label Noise CVPR 2026 TechING: Towards Real World Technical Image Understanding via VLMs EACL 2026 Tell as You Want: Customizing Image Narrative with Knowledge and Thoughts AAAI 2026 TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation CVPR 2026 Test-Time Attention Purification for Backdoored Large Vision Language Models CVPR 2026 Test-Time Consistency in Vision Language Models WACV 2026 Test-Time Multi-Prompt Adaptation for Open-Vocabulary Remote Sensing Image Segmentation CVPR 2026 TextFM: Robust Semi-dense Feature Matching with Language Guidance CVPR 2026 Text-Guided Gradient Refinement: Resolving Multimodal Gradient Conflicts to Boost Adversarial Attacks on Vision-Language Models AAAI 2026 Text-Guided Multi-Scale Frequency Representation Adaptation ACL 2026 The Art of Saying "Maybe": A Conformal Lens for Uncertainty Benchmarking in VLMs EACL 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 olmOCR Project: Building Fully Open OCR using VLMs 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 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