Vision-Language Models

BioVITA: Biological Dataset, Model, and Benchmark for Visual-Textual-Acoustic Alignment CVPR 2026 Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding CVPR 2026 Boosting Document Parsing Efficiency and Performance with Coarse-to-Fine Visual Processing CVPR 2026 Boosting Vision-Language Models Towards Cross-Domain Incremental Object Detection CVPR 2026 Boosting Visual Reprogramming for CLIP with Dual Granularity Alignment CVPR 2026 BOP-ASK: Object-Interaction Reasoning for Vision-Language Models CVPR 2026 Breaking Down and Building Up: Mixture of Skill-Based Vision-and-Language Navigation Agents ACL 2026 Breaking the Illusion: When Positive Meets Negative in Multimodal Decoding CVPR 2026 Bridging the 2D-3D Gap: A Hierarchical Semantic-Geometric Map for Vision Language Navigation CVPR 2026 Bridging the Modality Gap in Compositional Zero-Shot Learning via Sparse Alignment and Unimodal Memory Bank CVPR 2026 Building a Precise Video Language with Human-AI Oversight CVPR 2026 Camera Control for Text-to-Image Generation via Learning Viewpoint Tokens CVPR 2026 CamoQuery: Language-Guided Reasoning Camouflaged Object Segmentation ACL 2026 Camouflage-aware Image-Text Retrieval via Expert Collaboration CVPR 2026 CapNav: Benchmarking Vision Language Models on Capability-conditioned Indoor Navigation CVPR 2026 CaptionQA: Is Your Caption as Useful as the Image Itself? CVPR 2026 CARES: Context-Aware Resolution Selector for VLMs ACL 2026 CASPA: Graph-Structured Concept Anchors for Modality-Agnostic Adaptation in Vision-Language Models CVPR 2026 CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering CVPR 2026 CatVLM: Enhancing Temporal Understanding in Cataract Surgery Videos with Boundary-Aware VLM MIDL 2026 CausalLens: Sensitivity-Guided Multi-Head Causal Intervention for Hallucination Mitigation in Large Vision-Language Models CVPR 2026 CCCaption: Dual-Reward Reinforcement Learning for Complete and Correct Image Captioning CVPR 2026 CEBC: Conformal Evidence-Bounded Control for Low-Hallucination Vision–Language Generation ACL 2026 CF-IPT: Cross-Modal Fusion Interactive Prompt Tuning of Vision-Language Pre-Trained Model for Multisource Remote Sensing Data Classification CVPR 2026 Chain-of-Frames: Advancing Video Understanding in Multimodal LLMs via Frame-Aware Reasoning CVPR 2026