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Team VI-I2R Technical Report on EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2022


Jan 29, 2023
Yi Cheng, Dongyun Lin, Fen Fang, Hao Xuan Woon, Qianli Xu, Ying Sun

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A Generalized Framework for Critical Heat Flux Detection Using Unsupervised Image-to-Image Translation


Dec 25, 2022
Firas Al-Hindawi, Tejaswi Soori, Han Hu, Md Mahfuzur Rahman Siddiquee, Hyunsoo Yoon, Teresa Wu, Ying Sun

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* This work has been submitted to the Expert Systems With Applications Journal on Sep 25, 2022 

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Learning to Learn: How to Continuously Teach Humans and Machines


Nov 28, 2022
Parantak Singh, You Li, Ankur Sikarwar, Weixian Lei, Daniel Gao, Morgan Bruce Talbot, Ying Sun, Mike Zheng Shou, Gabriel Kreiman, Mengmi Zhang

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On the Robustness, Generalization, and Forgetting of Shape-Texture Debiased Continual Learning


Nov 26, 2022
Zenglin Shi, Ying Sun, Joo Hwee Lim, Mengmi Zhang

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Monitoring Vegetation From Space at Extremely Fine Resolutions via Coarsely-Supervised Smooth U-Net


Jul 16, 2022
Joshua Fan, Di Chen, Jiaming Wen, Ying Sun, Carla P. Gomes

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* 13 pages, 8 figures, IJCAI-22 AI for Good Track 

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Visuo-Tactile Manipulation Planning Using Reinforcement Learning with Affordance Representation


Jul 14, 2022
Wenyu Liang, Fen Fang, Cihan Acar, Wei Qi Toh, Ying Sun, Qianli Xu, Yan Wu

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Tackling Data Heterogeneity: A New Unified Framework for Decentralized SGD with Sample-induced Topology


Jul 08, 2022
Yan Huang, Ying Sun, Zehan Zhu, Changzhi Yan, Jinming Xu

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* This work will appear in ICML 2022 

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