visual question answering

MLLM-HWSI: A Multimodal Large Language Model for Hierarchical Whole Slide Image Understanding CVPR 2026 MMSearch-R1: Incentivizing LMMs to Search ACL 2026 MoHoBench: Assessing Honesty of Multimodal Large Language Models via Unanswerable Visual Questions AAAI 2026 MosaicDoc: A Large-Scale Bilingual Benchmark for Visually Rich Document Understanding AAAI 2026 MR-RAG: Multimodal Relevance-Aware Retrieval-Augmented Generation for Medical Visual Question Answering CVPR 2026 O3SLM: Open Weight, Open Data, and Open Vocabulary Sketch-Language Model AAAI 2026 OAD-Promoter: Enhancing Zero-Shot VQA Using Large Language Models with Object Attribute Description AAAI 2026 Omni-AD: A Large-scale and Versatile Benchmark for Industrial Anomaly Detection CVPR 2026 Omni-Attack: Adversarial Attacks on Open-Ended VQA in Black-Box Multimodal LLMs CVPR 2026 OmniBrainBench: A Comprehensive Multimodal Benchmark for Brain Imaging Analysis Across Multi-stage Clinical Tasks CVPR 2026 OmniFM: Toward Modality-Robust and Task-Agnostic Federated Learning for Heterogeneous Medical Imaging CVPR 2026 PanoEnv: Exploring 3D Spatial Intelligence in Panoramic Environments with Reinforcement Learning CVPR 2026 Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert Reasoner AAAI 2026 Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering ACL 2026 Proxy3D: Efficient 3D Representations for Vision-Language Models via Semantic Clustering and Alignment CVPR 2026 R4-CGQA: Retrieval-based Vision Language Models for Computer Graphics Image Quality Assessment CVPR 2026 RadImageNet-VQA: A Large-Scale CT and MRI Dataset for Radiologic Visual Question Answering MIDL 2026 ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering CVPR 2026 ReasonMap: Towards Fine-Grained Visual Reasoning from Transit Maps CVPR 2026 Re-evaluating Continual VQA: Toward Fair and Robust Evaluation for Multimodal Continual Learning CVPR 2026 ReFAct: Empowering Multimodal Web Agents with Visual and Context Focusing CVPR 2026 Refine and Align: Confidence Calibration Through Multi-Agent Interaction in VQA AAAI 2026 Relevance-aware Multi-context Contrastive Decoding for Retrieval-augmented Visual Question Answering WACV 2026 RE-VLM: Event-Augmented Vision-Language Model for Scene Understanding CVPR 2026 RewardFlow: Generate Images by Optimizing What You Reward CVPR 2026