Jia-Run Du — accepted AI-conference papers

2023

Diversifying Spatial-Temporal Perception for Video Domain Generalization

Kun-Yu Lin, Jia-Run Du, Yipeng Gao, Jiaming Zhou, Wei-Shi Zheng

NeurIPS 2023poster

Video domain generalization aims to learn generalizable video classification models for unseen target domains by training in a source domain. A critical challenge of video domain generalization is to defend against the heavy reliance on domain-specific cues extracted from the source domain when reco…

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2023

Event-Guided Procedure Planning from Instructional Videos with Text Supervision

An-Lan Wang, Kun-Yu Lin, Jia-Run Du, Jingke Meng, Wei-Shi Zheng

ICCV 2023poster

In this work, we focus on the task of procedure planning from instructional videos with text supervision, where a model aims to predict an action sequence to transform the initial visual state into the goal visual state. A critical challenge of this task is the large semantic gap between observed vi…

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