Heting Ying — accepted AI-conference papers

2024

OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer

Lu Zhang, Tiancheng Zhao, Heting Ying, Yibo Ma, Kyusong Lee

EMNLP 2024main

Recent advancements in Large Language Models (LLMs) have expanded their capabilities to multimodal contexts, including comprehensive video understanding. However, processing extensive videos such as 24-hour CCTV footage or full-length films presents significant challenges due to the vast data and pr…

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2020

Joint Partial Optimal Transport for Open Set Domain Adaptation

Renjun Xu, Pelen Liu, Yin Zhang, Fang Cai, Jindong Wang, Shuoying Liang +2

IJCAI 2020poster

Domain adaptation (DA) has achieved a resounding success to learn a good classifier by leveraging labeled data from a source domain to adapt to an unlabeled target domain. However, in a general setting when the target domain contains classes that are never observed in the source domain, namely in Op…

Cited by 0 Source ↗PDF ↗Scholar ↗