multimodal large language model

Breaking the Regional Perception Bottleneck of Multimodal Large Language Models via External Reasoning Framework CVPR 2026 Can MLLMs Find Their Way in a City? Exploring Emergent Navigation from Web-Scale Knowledge EACL 2026 CCFQA: A Benchmark for Cross-Lingual and Cross-Modal Speech and Text Factuality Evaluation AAAI 2026 CG-Reasoner: Centroid-Guided Positional Reasoning Segmentation for Medical Imaging with a Robust Visual-Text Consistency Metric CVPR 2026 Chain-of-Frames: Advancing Video Understanding in Multimodal LLMs via Frame-Aware Reasoning CVPR 2026 Chain-of-Thought Compression Should Not Be Blind: V-Skip for Efficient Multimodal Reasoning via Dual-Path Anchoring ACL 2026 Chain-of-Thought Guided Multi-Modal Object Re-Identification CVPR 2026 Chart-FR1: Visual Focus-Driven Fine-Grained Reasoning on Dense Charts CVPR 2026 ChartR: Evaluating Reasoning Accuracy and Robustness in Chart Question Answering CVPR 2026 Chat-TS: Enhancing Multi-Modal Reasoning Over Time-Series and Natural Language Data EACL 2026 CLER: Improving Multimodal Financial Reasoning by Cross-MLLM Error Reflection AAAI 2026 CNSL-bench: Benchmarking the Sign Language Understanding Capabilities of MLLMs on Chinese National Sign Language ACL 2026 CoCoVideo: The High-Quality Commercial-Model-Based Contrastive Benchmark for AI-Generated Video Detection CVPR 2026 CodeDance: A Dynamic Tool-integrated MLLM for Executable Visual Reasoning CVPR 2026 CodePercept: Code-Grounded Visual STEM Perception for MLLMs CVPR 2026 CogniVerse: Revolutionizing Multi-Modal Retrieval-Augmented Generation with Cognitive Reflection and Geometric Reasoning CVPR 2026 CoherenDream: Boosting Holistic Text Coherence in 3D Generation via Multimodal Large Language Models Feedback AAAI 2026 CompBench: Benchmarking Complex Instruction-guided Image Editing CVPR 2026 Complex Mathematical Expression Recognition: Benchmark, Large-Scale Dataset and Strong Baseline AAAI 2026 Compositional Transformation Reasoning for Composed Video Retrieval CVPR 2026 Compressing then Matching: An Efficient Pre-training Paradigm for Multimodal Embedding ACL 2026 Conan: Progressive Learning to Reason Like a Detective over Multi-Scale Visual Evidence CVPR 2026 Concepts from Representations: Post-hoc Concept Bottleneck Models via Sparse Decomposition of Visual Representations AAAI 2026 Connecting the Dots: Training-Free Visual Grounding via Agentic Reasoning AAAI 2026 ConstructAI: From Real-Time Safety Insight to Skill Growth in Deployed Construction AI Systems AAAI 2026