Vision-Language Models

Direction-aware 3D Large Multimodal Models CVPR 2026 Direct Segmentation without Logits Optimization for Training-Free Open-Vocabulary Semantic Segmentation CVPR 2026 Discover, Segment, and Select: A Progressive Mechanism for Zero-shot Camouflaged Object Segmentation CVPR 2026 Disentangled Textual Priors for Diffusion-based Image Super-Resolution CVPR 2026 DiVE: Decoupling Intra-layer Visual Evidence for Mitigating Hallucinations in Large Vision-Language Models ACL 2026 DIXITWORLD: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay ACL 2026 DLVP-CLIP: Enhancing Fine-Grained Zero-Shot Anomaly Detection via Dynamic Local Visual Prompting CVPR 2026 DocPrune: Efficient Document Question Answering via Background, Question, and Comprehension-aware Token Pruning CVPR 2026 Don’t Act Blindly: Robust GUI Automation via Action-Effect Verification and Self-Correction ACL 2026 Don’t Click That: Teaching Web Agents to Resist Deceptive Interfaces ACL 2026 Don't Show Pixels, Show Cues: Unlocking Visual Tool Reasoning in Language Models via Perception Programs CVPR 2026 Do Vision-Language Models Leak What They Learn? Adaptive Token-Weighted Model Inversion Attacks CVPR 2026 Do Vision-Language Models Measure Up? Benchmarking Visual Measurement Reading with MeasureBench CVPR 2026 Do VLMs Perceive or Recall? Probing Visual Perception vs. Memory with Classic Visual Illusions CVPR 2026 Do You See What I Am Pointing At? Gesture-Based Egocentric Video Question Answering CVPR 2026 DPL: Decoupled Prototype Learning for Enhancing Robustness of Vision-Language Transformers to Missing Modalities CVPR 2026 Draft and Refine with Visual Experts CVPR 2026 DrivePI: Spatial-aware 4D MLLM for Unified Autonomous Driving Understanding, Perception, Prediction and Planning CVPR 2026 DrivePTS: A Progressive Learning Framework with Textual and Structural Enhancement for Driving Scene Generation CVPR 2026 DriveVLN: Towards Mapless Vision-and-Language Navigation in Autonomous Driving CVPR 2026 DRS-GUI: Dynamic Region Search for Training-Free GUI Grounding CVPR 2026 DSCA: Dynamic Subspace Concept Alignment for Lifelong VLM Editing CVPR 2026 DUET-VLM: Dual stage Unified Efficient Token reduction for VLM Training and Inference CVPR 2026 Dynamic-eDiTor: Training-Free Text-Driven 4D Scene Editing with Multimodal Diffusion Transformer CVPR 2026 DynamicGTR: Leveraging Graph Topology Representation Preferences to Boost VLM Capabilities on Graph QAs CVPR 2026