Vision-Language Models

CTCal: Rethinking Text-to-Image Diffusion Models via Cross-Timestep Self-Calibration CVPR 2026 Current Agents Fail to Leverage World Model as Tool for Foresight ACL 2026 D3D-VLP: Dynamic 3D Vision-Language-Planning Model for Embodied Grounding and Navigation CVPR 2026 Dash-M5H: An Interactive Dashboard for Multi-Modal, Multi-Model Mental Health Assessment ACL 2026 DeAR: Fine-Grained VLM Adaptation by Decomposing Attention Head Roles CVPR 2026 DE-CLIP: Few-Shot Anomaly Detection via Difference-Guided Embedding Editing ACL 2026 Decouple to Generalize: Context-First Self-Evolving Learning for Data-Scarce Vision-Language Reasoning CVPR 2026 Decoupling Vision and Language: Codebook Anchored Visual Adaptation CVPR 2026 Decoupling Vision and Reasoning: A Data-Efficient Pipeline for Surgical VQA MIDL 2026 DecoVLN: Decoupling Observation, Reasoning, and Correction for Vision-and-Language Navigation CVPR 2026 DeepAlign: Mitigating Modality Conflict through Modality-Specific Alignment CVPR 2026 Deeper Thought, Weaker Aim: Understanding and Mitigating Perceptual Impairment during Reasoning in Multimodal Large Language Models CVPR 2026 DeepScan: A Training-Free Framework for Visually Grounded Reasoning in Large Vision-Language Models CVPR 2026 DEFT: Demystifying VLN Failures via a Unified Dual-View Explainability Framework for LLM-based Agents ACL 2026 DemoFunGrasp: Universal Dexterous Functional Grasping via Demonstration-Editing Reinforcement Learning CVPR 2026 Detect Anything via Next Point Prediction CVPR 2026 DextER: Language-driven Dexterous Grasp Generation with Embodied Reasoning CVPR 2026 Diagnose, Correct, and Learn from Manipulation Failures via Visual Symbols CVPR 2026 Diagnosing and Repairing Unsafe Channels in Vision-Language Models via Causal Discovery and Dual-Modal Safety Subspace Projection CVPR 2026 Diagnosing Spatial Consistency across Perspectives and Viewpoints in Large Vision-Language Models ACL 2026 Diagram2Structure: Unlocking LLMs' Diagram Comprehension through DiagramDiff, a Framework for Structuring Offline Diagrams CVPR 2026 DialogueVPR: Towards Conversational Visual Place Recognition CVPR 2026 DiG: Differential Grounding for Enhancing Fine-Grained Perception in Multimodal Large Language Models CVPR 2026 DiGraphHal-Bench: Evaluating Multimodal Large Language Models on Complex Directed Graphs CVPR 2026 DiningBench: A Hierarchical Multi-view Benchmark for Perception and Reasoning in the Dietary Domain ACL 2026