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cs.CV2025
MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook
Peng Xu, Shengwu Xiong, Jiajun Zhang +125
This paper reviews the MARS2 2025 Challenge on Multimodal Reasoning. We aim to bring together different approaches in multimodal machine learning and LLMs via a large benchmark. We…
cs.CV2025
Multi-Grained Compositional Visual Clue Learning for Image Intent Recognition
Yin Tang, Jiankai Li, Hongyu Yang +3
In an era where social media platforms abound, individuals frequently share images that offer insights into their intents and interests, impacting individual life quality and socie…