multimodal large language model

COPO: Causal-Oriented Policy Optimization for Hallucinations of MLLMs CVPR 2026 CoreGaze: Core Subgraph-Driven Visual Gaze Diffusion for Training-Free Referring Multimodal Large Language Models ACL 2026 Correct When Paired, Wrong When Split: Decoupling and Editing Modality-Specific Neurons in MLLMs ACL 2026 CoT-Edit: Let CoT Guide Instruction Video Editing CVPR 2026 CoVFT: Context-aware Visual Fine-tuning for Multimodal Large Language Models CVPR 2026 CR³: Boosting Compositional Reasoning in MLLMs Through Rule-Based Reinforcement Learning AAAI 2026 CreBench: Human-Aligned Creativity Evaluation from Idea to Process to Product AAAI 2026 CREval: An Automated Interpretable Evaluation for Creative Image Manipulation under Complex Instructions CVPR 2026 CrossGuard: Safeguarding MLLMs against Joint-Modal Implicit Malicious Attacks ACL 2026 Cross-Modal Unlearning via Influential Neuron Path Editing in Multimodal Large Language Models AAAI 2026 CrossVid: A Comprehensive Benchmark for Evaluating Cross-Video Reasoning in Multimodal Large Language Models AAAI 2026 CWCD: Category-Wise Contrastive Decoding for Structured Medical Report Generation MIDL 2026 D²Pruner: Debiased Importance and Structural Diversity for MLLM Token Pruning AAAI 2026 D3ToM: Decider-Guided Dynamic Token Merging for Accelerating Diffusion MLLMs AAAI 2026 DART: Disambiguation-Aware Reasoning for Video-guided Machine Translation ACL 2026 DAVID: Dual-stage Adaptive Vision-text Integrated Decoupling for Multimodal KV Cache Eviction AAAI 2026 Decoding Scientific Experimental Images: The SPUR Benchmark for Perception, Understanding, and Reasoning ACL 2026 Decompose and Conquer: Compositional Reasoning for Zero-Shot Temporal Action Localization AAAI 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 Deep Hidden Cognition Facilitates Reliable Chain-of-Thought Reasoning AAAI 2026 Delta-LLaVA: Base-then-Specialize Alignment for Token-Efficient Vision-Language Models WACV 2026 DermEVAL: A Dermatologist-Reviewed Benchmark for Multimodal Large Language Models WACV 2026 Detect Anything via Next Point Prediction CVPR 2026 DEVA: Fine-tuning Multimodal Large Language Models for Visual Perception Tasks CVPR 2026