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Task-Agnostic Robust Representation Learning


Mar 15, 2022
A. Tuan Nguyen, Ser Nam Lim, Philip Torr

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Regularizing deep networks using efficient layerwise adversarial training


May 29, 2018
Swami Sankaranarayanan, Arpit Jain, Rama Chellappa, Ser Nam Lim

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* Published at the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18). Official link: https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16634 

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DCAN: Dual Channel-wise Alignment Networks for Unsupervised Scene Adaptation


Apr 16, 2018
Zuxuan Wu, Xintong Han, Yen-Liang Lin, Mustafa Gkhan Uzunbas, Tom Goldstein, Ser Nam Lim, Larry S. Davis

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Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation


Apr 01, 2018
Swami Sankaranarayanan, Yogesh Balaji, Arpit Jain, Ser Nam Lim, Rama Chellappa

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* Accepted as spotlight talk at CVPR 2018. Code available here: https://github.com/swamiviv/LSD-seg 

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Self corrective Perturbations for Semantic Segmentation and Classification


Aug 03, 2017
Swami Sankaranarayanan, Arpit Jain, Ser Nam Lim

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* Accepted to ICCV 2017 

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A Reinforcement Learning Approach to the View Planning Problem


Nov 18, 2016
Mustafa Devrim Kaba, Mustafa Gokhan Uzunbas, Ser Nam Lim

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