2 papers
cs.CV2025
Leveraging Vision-Language Large Models for Interpretable Video Action Recognition with Semantic Tokenization
Jingwei Peng, Zhixuan Qiu, Boyu Jin +1
Human action recognition often struggles with deep semantic understanding, complex contextual information, and fine-grained distinction, limitations that traditional methods freque…
cs.CV2025
MV-CoRe: Multimodal Visual-Conceptual Reasoning for Complex Visual Question Answering
Jingwei Peng, Jiehao Chen, Mateo Alejandro Rojas +1
Complex Visual Question Answering (Complex VQA) tasks, which demand sophisticated multi-modal reasoning and external knowledge integration, present significant challenges for exist…