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Visual Question Answering

219 directly classified papers

Papers per year

Papers

Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation CVPR 2024
Rethinking Two-Stage Referring Expression Comprehension: A Novel Grounding and Segmentation Method Modulated by Point AAAI 2024
Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models CVPR 2024
OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM CVPR 2024
Object-Aware Adaptive-Positivity Learning for Audio-Visual Question Answering AAAI 2024
Mask4Align: Aligned Entity Prompting with Color Masks for Multi-Entity Localization Problems CVPR 2024
A Hitchhiker's Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning NIPS 2024
MemeMQA: Multimodal Question Answering for Memes via Rationale-Based Inferencing ACL 2024
Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA ACL 2024
Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models CVPR 2024
Diversify, Rationalize, and Combine: Ensembling Multiple QA Strategies for Zero-shot Knowledge-based VQA EMNLP 2024
Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective EMNLP 2024
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs NIPS 2024
Connecting Vision and Language With Video Localized Narratives CVPR 2023
SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images AAAI 2023
Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA AAAI 2023
Referring Expression Comprehension Using Language Adaptive Inference AAAI 2023
Target-Aware Spatio-Temporal Reasoning via Answering Questions in Dynamic Audio-Visual Scenarios EMNLP 2023
Variational Causal Inference Network for Explanatory Visual Question Answering ICCV 2023
GRES: Generalized Referring Expression Segmentation CVPR 2023
Visual Programming: Compositional Visual Reasoning Without Training CVPR 2023
Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions EMNLP 2023
You Can Ground Earlier Than See: An Effective and Efficient Pipeline for Temporal Sentence Grounding in Compressed Videos CVPR 2023
How To Practice VQA on a Resource-Limited Target Domain WACV 2023
Large Language Models are Visual Reasoning Coordinators NIPS 2023