Vision-Language Models

Consensus Entropy: Harnessing Multi-VLM Agreement for Self-Verifying and Self-Improving OCR CVPR 2026 ConsistCompose: Unified Multimodal Layout Control for Image Composition CVPR 2026 ConsisVLA-4D: Advancing Spatiotemporal Consistency in Efficient 3D-Perception and 4D-Reasoning for Robotic Manipulation CVPR 2026 Context-Nav: Context-Driven Exploration and Viewpoint-Aware 3D Spatial Reasoning for Instance Navigation CVPR 2026 Conversational Image Segmentation: Grounding Abstract Concepts with Scalable Supervision CVPR 2026 COPE: Consistent Occlusion and Prompt Enhancement Network for Occluded Person Re-identification CVPR 2026 COPYLENS: Towards Copyrighted Characters Infringement Detection via Copyright-Aware Prompt Learning CVPR 2026 Copy-Transform-Paste: Zero-Shot Object-Object Alignment Guided by Vision-Language and Geometric Constraints CVPR 2026 CORE: Compact Object-centric REpresentations as a New Paradigm for Token Merging in LVLMs CVPR 2026 CoreGaze: Core Subgraph-Driven Visual Gaze Diffusion for Training-Free Referring Multimodal Large Language Models ACL 2026 Counteracting the Matthew Effect in Self-Improvement of LVLMs through Head-Tail Re-balancing ACL 2026 Counterfactual VLA: Self-Reflective Vision-Language-Action Model with Adaptive Reasoning CVPR 2026 CountGD++: Generalized Prompting for Open-World Counting CVPR 2026 CoV-Align: Efficient Fine-grained Cross-Modal Alignment with Cohesive Visual Semantics Priority CVPR 2026 CoVFT: Context-aware Visual Fine-tuning for Multimodal Large Language Models CVPR 2026 CREval: An Automated Interpretable Evaluation for Creative Image Manipulation under Complex Instructions CVPR 2026 CREward: A Type-Specific Creativity Reward Model CVPR 2026 CrochetBench: Can Vision-Language Models Move from Describing to Doing in Crochet Domain? ACL 2026 Cross from Left to Right Brain: Adaptive Text Dreamer for Vision-and-Language Navigation CVPR 2026 CrossHOI-Bench: A Unified Benchmark for HOI Evaluation across Vision-Language Models and HOI-Specific Methods CVPR 2026 Cross-Modal Attention Calibration for LVLM Hallucination Mitigation CVPR 2026 Cross-modal Identity Mapping: Minimizing Information Loss in Modality Conversion via Reinforcement Learning CVPR 2026 Cross-Modal Masked Compositional Concept Modeling for Enhancing Visio-Linguistic Compositionality ACL 2026 Cross-Modal Taxonomic Generalization in (Vision-) Language Models ACL 2026 CrossVL: Complexity-Aware Feature Routing and Paired Curriculum for Cross-View Vision-Language Detection CVPR 2026