multimodal large language model

ArtiMuse: Fine-Grained Image Aesthetics Assessment with Joint Scoring and Expert-Level Understanding CVPR 2026 A Survey of Deep Learning for Geometry Problem Solving ACL 2026 A Text-Routed Sparse Mixture-of-Experts Model with Explanation and Temporal Alignment for Multi-Modal Sentiment Analysis AAAI 2026 ATIR: Towards Audio-Text Interleaved Contextual Retrieval ACL 2026 AToken: A Unified Tokenizer for Vision CVPR 2026 Attend Before Attention: Efficient and Scalable Video Understanding via Autoregressive Gazing CVPR 2026 Attention to Threat-Relevant Objects: Reasoning Detection in Autonomous Driving via Multimodal Large Language Models AAAI 2026 AutoCut: End-to-end advertisement video editing based on multimodal discretization and controllable generation CVPR 2026 AutoJudger: An Agent-Driven Framework for Efficient Benchmarking of MLLMs ACL 2026 AUVIC: Adversarial Unlearning of Visual Concepts for Multi-modal Large Language Models AAAI 2026 AV-Reasoner: Improving and Benchmarking Clue-Grounded Audio-Visual Counting for MLLMs CVPR 2026 Benchmarking Fine-Grained Error Detection in Multimodal Reasoning ACL 2026 Better, Stronger, Faster: Tackling the Trilemma in MLLM-based Segmentation with Simultaneous Textual Mask Prediction CVPR 2026 Beyond Global Similarity: Multi-Conditional Retrieval for Fine-Grained Cross-Modal Understanding CVPR 2026 Beyond Pixel Simulation: Pathology Image Generation via Diagnostic Semantic Tokens and Prototype Control CVPR 2026 Beyond Ranking: Fine-Grained Diagnostics and Self-Improvement for MLLMs ACL 2026 Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing AAAI 2026 Beyond Single View: A Comprehensive Benchmark for Medical Multimodal Large Language Models on Multi-Image Understanding ACL 2026 Beyond Single-View Sufficiency: CVBench for Cross-View Human Understanding CVPR 2026 Beyond the Panorama: Training-Free Hierarchical Perception-Reasoning for Fine-Grained Vision in MLLMs ACL 2026 Beyond Transcripts: A Renewed Perspective on Audio Chaptering ACL 2026 Black-Box Membership Inference Attacks for Video Training Data in Multimodal Large Language Models ACL 2026 Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding CVPR 2026 BoYaEval: Evaluating Multimodal Large Language Models on Understanding Ancient Chinese Musical Scores ACL 2026 Breaking Multimodal LLM Safety via Video-Driven Prompting CVPR 2026