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Visual Question Answering

226 papers

Papers per year

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Papers

OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM CVPR 2024
How to Configure Good In-Context Sequence for Visual Question Answering CVPR 2024
Mask4Align: Aligned Entity Prompting with Color Masks for Multi-Entity Localization Problems CVPR 2024
Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models CVPR 2024
TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging EMNLP 2024
Large Language Models Know What is Key Visual Entity: An LLM-assisted Multimodal Retrieval for VQA EMNLP 2024
CommVQA: Situating Visual Question Answering in Communicative Contexts EMNLP 2024
Training-free Deep Concept Injection Enables Language Models for Video Question Answering EMNLP 2024
MIBench: Evaluating Multimodal Large Language Models over Multiple Images EMNLP 2024
Diversify, Rationalize, and Combine: Ensembling Multiple QA Strategies for Zero-shot Knowledge-based VQA EMNLP 2024
Plot Twist: Multimodal Models Don’t Comprehend Simple Chart Details EMNLP 2024
PropTest: Automatic Property Testing for Improved Visual Programming EMNLP 2024
Is GPT-4V (ision) All You Need for Automating Academic Data Visualization? Exploring Vision-Language Models’ Capability in Reproducing Academic Charts EMNLP 2024
Learning to Ask Denotative and Connotative Questions for Knowledge-based VQA EMNLP 2024
SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering EMNLP 2024
Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective EMNLP 2024
MIVC: Multiple Instance Visual Component for Visual-Language Models WACV 2024
Towards Addressing the Misalignment of Object Proposal Evaluation for Vision-Language Tasks via Semantic Grounding WACV 2024
Benchmarking Out-of-Distribution Detection in Visual Question Answering WACV 2024
CPSeg: Finer-Grained Image Semantic Segmentation via Chain-of-Thought Language Prompting WACV 2024
LLMScore: Unveiling the Power of Large Language Models in Text-to-Image Synthesis Evaluation NIPS 2023
LoRA: A Logical Reasoning Augmented Dataset for Visual Question Answering NIPS 2023
Large Language Models are Visual Reasoning Coordinators NIPS 2023
Referring Expression Comprehension Using Language Adaptive Inference AAAI 2023
Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA AAAI 2023