3 papers
cs.CV2026
AVIS: Adaptive Test-Time Scaling for Vision-Language Models
Ahmadreza Jeddi, Minh Ngoc Le, Amirhossein Kazerouni +8
Modern Vision-Language Models (VLMs) benefit from chain-of-thought prompting and test-time scaling, but these gains often come with prohibitive inference cost due to large visual c…
cs.CV2025
VietMEAgent: Culturally-Aware Few-Shot Multimodal Explanation for Vietnamese Visual Question Answering
Hai-Dang Nguyen, Minh-Anh Dang, Minh-Tan Le +1
Contemporary Visual Question Answering (VQA) systems remain constrained when confronted with culturally specific content, largely because cultural knowledge is under-represented in…
cs.CV2025
MedXplain-VQA: Multi-Component Explainable Medical Visual Question Answering
Hai-Dang Nguyen, Minh-Anh Dang, Minh-Tan Le +1
Explainability is critical for the clinical adoption of medical visual question answering (VQA) systems, as physicians require transparent reasoning to trust AI-generated diagnoses…