3 papers
cs.CV2026
Counterfactual Reasoning for Robust Visual Question Answering
Truong-Binh Duong, Thanh-Ngan Tran, Ngoc-Thao Nguyen +1
Modern Visual Question Answering (VQA) models often exploit spurious correlations in training data, leading to poor out-of-distribution (OOD) generalization due to language bias. A…
cs.CV2025
ViInfographicVQA: A Benchmark for Single and Multi-image Visual Question Answering on Vietnamese Infographics
Tue-Thu Van-Dinh, Hoang-Duy Tran, Truong-Binh Duong +3
Infographic Visual Question Answering (InfographicVQA) evaluates a model's ability to read and reason over data-rich, layout-heavy visuals that combine text, charts, icons, and des…
cs.CV2025
Describe Anything Model for Visual Question Answering on Text-rich Images
Yen-Linh Vu, Dinh-Thang Duong, Truong-Binh Duong +8
Recent progress has been made in region-aware vision-language modeling, particularly with the emergence of the Describe Anything Model (DAM). DAM is capable of generating detailed…