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Visual Question Answering

219 directly classified papers

Papers per year

Papers

VQA4CIR: Boosting Composed Image Retrieval with Visual Question Answering AAAI 2025
Plot Twist: Multimodal Models Don’t Comprehend Simple Chart Details EMNLP 2024
CommVQA: Situating Visual Question Answering in Communicative Contexts EMNLP 2024
Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs CVPR 2024
Detection-Based Intermediate Supervision for Visual Question Answering AAAI 2024
Large Language Models Know What is Key Visual Entity: An LLM-assisted Multimodal Retrieval for VQA EMNLP 2024
JDocQA: Japanese Document Question Answering Dataset for Generative Language Models COLING 2024
VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models AAAI 2024
CPSeg: Finer-Grained Image Semantic Segmentation via Chain-of-Thought Language Prompting WACV 2024
Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation CVPR 2024
Benchmarking Out-of-Distribution Detection in Visual Question Answering WACV 2024
Diversify, Rationalize, and Combine: Ensembling Multiple QA Strategies for Zero-shot Knowledge-based VQA EMNLP 2024
Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering ACL 2024
Towards Addressing the Misalignment of Object Proposal Evaluation for Vision-Language Tasks via Semantic Grounding WACV 2024
MIVC: Multiple Instance Visual Component for Visual-Language Models WACV 2024
Object-Aware Adaptive-Positivity Learning for Audio-Visual Question Answering AAAI 2024
Rethinking Two-Stage Referring Expression Comprehension: A Novel Grounding and Segmentation Method Modulated by Point AAAI 2024
How to Configure Good In-Context Sequence for Visual Question Answering CVPR 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
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
AACP: Aesthetics Assessment of Children’s Paintings Based on Self-Supervised Learning AAAI 2024
Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos CVPR 2024