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Efficient Sharpness-aware Minimization for Improved Training of Neural Networks


Oct 07, 2021
Jiawei Du, Hanshu Yan, Jiashi Feng, Joey Tianyi Zhou, Liangli Zhen, Rick Siow Mong Goh, Vincent Y. F. Tan


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Few-Shot Domain Adaptation with Polymorphic Transformers


Jul 10, 2021
Shaohua Li, Xiuchao Sui, Jie Fu, Huazhu Fu, Xiangde Luo, Yangqin Feng, Xinxing Xu, Yong Liu, Daniel Ting, Rick Siow Mong Goh

* MICCAI'2021 camera ready 

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Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation


Jun 08, 2021
Gabriel Tjio, Ping Liu, Joey Tianyi Zhou, Rick Siow Mong Goh

* 10 pages, 4 figures 

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Medical Image Segmentation using Squeeze-and-Expansion Transformers


May 23, 2021
Shaohua Li, Xiuchao Sui, Xiangde Luo, Xinxing Xu, Yong Liu, Rick Siow Mong Goh

* Camera ready for IJCAI'2021 

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Parallel Attention Network with Sequence Matching for Video Grounding


May 18, 2021
Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh

* 15 pages, 10 figures, 7 tables, Findings at ACL 2021 

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Video Corpus Moment Retrieval with Contrastive Learning


May 13, 2021
Hao Zhang, Aixin Sun, Wei Jing, Guoshun Nan, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh

* 11 pages, 7 figures and 6 tables. Accepted by SIGIR 2021 

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Natural Language Video Localization: A Revisit in Span-based Question Answering Framework


Mar 02, 2021
Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh

* IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 
* 15 pages, 18 figures, and 10 tables. Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). arXiv admin note: substantial text overlap with arXiv:2004.13931 

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Deep N-ary Error Correcting Output Codes


Oct 20, 2020
Hao Zhang, Joey Tianyi Zhou, Tianying Wang, Ivor W. Tsang, Rick Siow Mong Goh

* EAI MOBIMEDIA 2020 

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EDCompress: Energy-Aware Model Compression with Dataflow


Jun 08, 2020
Zhehui Wang, Tao Luo, Joey Tianyi Zhou, Rick Siow Mong Goh


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RAIN: Robust and Accurate Classification Networks with Randomization and Enhancement


Apr 24, 2020
Jiawei Du, Hanshu Yan, Joey Tianyi Zhou, Rick Siow Mong Goh, Jiashi Feng


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Feature Lenses: Plug-and-play Neural Modules for Transformation-Invariant Visual Representations


Apr 12, 2020
Shaohua Li, Xiuchao Sui, Jie Fu, Yong Liu, Rick Siow Mong Goh

* 20 pages 

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Multi-Instance Multi-Scale CNN for Medical Image Classification


Jul 31, 2019
Shaohua Li, Yong Liu, Xiuchao Sui, Cheng Chen, Gabriel Tjio, Daniel Shu Wei Ting, Rick Siow Mong Goh

* Accepted by MICCAI 2019 

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Multi-Modal Hybrid Deep Neural Network for Speech Enhancement


Jun 15, 2016
Zhenzhou Wu, Sunil Sivadas, Yong Kiam Tan, Ma Bin, Rick Siow Mong Goh


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Transfer Hashing with Privileged Information


May 13, 2016
Joey Tianyi Zhou, Xinxing Xu, Sinno Jialin Pan, Ivor W. Tsang, Zheng Qin, Rick Siow Mong Goh

* Accepted by IJCAI-2016 

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Simple and Efficient Learning using Privileged Information


Apr 06, 2016
Xinxing Xu, Joey Tianyi Zhou, IvorW. Tsang, Zheng Qin, Rick Siow Mong Goh, Yong Liu


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