multimodal large language model

Dictionary-Aligned Concept Control for Safeguarding Multimodal LLMs CVPR 2026 Differences That Matter: Auditing Models for Capability Gap Discovery and Rectification CVPR 2026 Diffusion-CAM: Faithful Visual Explanations for dMLLMs ACL 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 Discover, Segment, and Select: A Progressive Mechanism for Zero-shot Camouflaged Object Segmentation CVPR 2026 Discriminative Perception via Anchored Description for Reasoning Segmentation CVPR 2026 Distilling What and Why: Enhancing Driver Intention Prediction with MLLMs WACV 2026 DMGIN: How Multimodal LLMs Enhance Large Recommendation Models for Lifelong User Post-click Behaviors AAAI 2026 dMLLM-TTS: Self-Verified and Efficient Test-Time Scaling for Diffusion Multi-Modal Large Language Models CVPR 2026 DMN: A Compositional Framework for Jailbreaking Multimodal LLMs with Multi-Image Inputs ACL 2026 DocR1: Evidence Page-Guided GRPO for Multi-Page Document Understanding AAAI 2026 DocSeeker: Structured Visual Reasoning with Evidence Grounding for Long Document Understanding CVPR 2026 DocSplit: A Comprehensive Benchmark Dataset and Evaluation Approach for Document Packet Recognition and Splitting ACL 2026 Do Language Models Associate Sound with Meaning? A Multimodal Study of Sound Symbolism AAAI 2026 Do MLLMs Capture How Interfaces Guide User Behavior? A Benchmark for Multimodal UI/UX Design Understanding ACL 2026 DORA: A Dual-Objective Reinforcement Learning Framework for Effective and Efficient Multimodal Agentic Search ACL 2026 Do You See Me : A Multidimensional Benchmark for Evaluating Visual Perception in Multimodal LLMs EACL 2026 Do You See What I Am Pointing At? Gesture-Based Egocentric Video Question Answering CVPR 2026 Draft, Verify, Restore: Self-Refining Historical Inscription Restoration with a Unified MLLM ACL 2026 DriveCombo: Benchmarking Compositional Traffic Rule Reasoning in Autonomous Driving CVPR 2026 DrivePI: Spatial-aware 4D MLLM for Unified Autonomous Driving Understanding, Perception, Prediction and Planning CVPR 2026 DRS-GUI: Dynamic Region Search for Training-Free GUI Grounding CVPR 2026 DualMirage: Hunting Stealthy Multimodal LLM Agents via CAPTCHAs with Contour and Adversarial Illusions CVPR 2026 DuoGen: Towards Autonomous Interleaved Multimodal Generation CVPR 2026