visual question answering

ViType: High-Fidelity Visual Text Rendering via Glyph-Aware Multimodal Diffusion AAAI 2026 World in a Frame: Understanding Culture Mixing as a New Challenge for Vision-Language Models CVPR 2026 X-PCR: A Benchmark for Cross-modality Progressive Clinical Reasoning in Ophthalmic Diagnosis CVPR 2026 A Bounding Box is Worth One Token - Interleaving Layout and Text in a Large Language Model for Document Understanding ACL 2025 Acknowledging Focus Ambiguity in Visual Questions ICCV 2025 A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models NAACL 2025 ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models ACL 2025 AdaDARE-gamma: Balancing Stability and Plasticity in Multi-modal LLMs through Efficient Adaptation CVPR 2025 Adaptive Keyframe Sampling for Long Video Understanding CVPR 2025 AdQuestA: Knowledge-Guided Visual Question Answer Framework for Advertisements WACV 2025 Advancing Chart Question Answering with Robust Chart Component Recognition WACV 2025 Agri-CM3: A Chinese Massive Multi-modal, Multi-level Benchmark for Agricultural Understanding and Reasoning ACL 2025 AlgoPuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Algorithmic Multimodal Puzzles NAACL 2025 Alignment, Mining and Fusion: Representation Alignment with Hard Negative Mining and Selective Knowledge Fusion for Medical Visual Question Answering CVPR 2025 All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark EMNLP 2025 Analyzing and Boosting the Power of Fine-Grained Visual Recognition for Multi-modal Large Language Models ICLR 2025 Analyzing the Sensitivity of Vision Language Models in Visual Question Answering ACL 2025 ANNEXE: Unified Analyzing, Answering, and Pixel Grounding for Egocentric Interaction CVPR 2025 Answering Complex Geographic Questions by Adaptive Reasoning with Visual Context and External Commonsense Knowledge ACL 2025 Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception CVPR 2025 A Simple Data Augmentation Strategy for Text-in-Image Scientific VQA EMNLP 2025 Ask and Remember: A Questions-Only Replay Strategy for Continual Visual Question Answering ICCV 2025 Attribution and Application of Multiple Neurons in Multimodal Large Language Models EMNLP 2025 Audio-centric Video Understanding Benchmark without Text Shortcut EMNLP 2025 Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering CVPR 2025