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Visual Question Answering

226 papers

Papers per year

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Papers

GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis ICCV 2025
Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation ICCV 2025
Acknowledging Focus Ambiguity in Visual Questions ICCV 2025
WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines NAACL 2025
Where is this coming from? Making groundedness count in the evaluation of Document VQA models NAACL 2025
MSR2: A Benchmark for Multi-Source Retrieval and Reasoning in Visual Question Answering NAACL 2025
Fine-Grained Spatial and Verbal Losses for 3D Visual Grounding WACV 2025
Visual Robustness Benchmark for Visual Question Answering (VQA) WACV 2025
A Hitchhiker's Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning NIPS 2024
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs NIPS 2024
AACP: Aesthetics Assessment of Children’s Paintings Based on Self-Supervised Learning AAAI 2024
Object-Aware Adaptive-Positivity Learning for Audio-Visual Question Answering AAAI 2024
VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models AAAI 2024
Rethinking Two-Stage Referring Expression Comprehension: A Novel Grounding and Segmentation Method Modulated by Point AAAI 2024
Detection-Based Intermediate Supervision for Visual Question Answering AAAI 2024
Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA ACL 2024
MemeMQA: Multimodal Question Answering for Memes via Rationale-Based Inferencing ACL 2024
Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering ACL 2024
JDocQA: Japanese Document Question Answering Dataset for Generative Language Models COLING 2024
Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation CVPR 2024
Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs CVPR 2024
Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos CVPR 2024
GRAM: Global Reasoning for Multi-Page VQA CVPR 2024
Can I Trust Your Answer? Visually Grounded Video Question Answering CVPR 2024
Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models CVPR 2024