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Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions


Nov 11, 2021
Huan Ma, Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou, Qinghua Hu

* Accepted to NeurIPS 2021 

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Towards Debiasing Temporal Sentence Grounding in Video


Nov 08, 2021
Hao Zhang, Aixin Sun, Wei Jing, Joey Tianyi Zhou

* 13 pages, 6 figures, 11 tables 

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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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Simultaneously Transmitting and Reflecting (STAR) Intelligent Omni-Surfaces, Their Modeling and Implementation


Sep 03, 2021
Jiaqi Xu, Yuanwei Liu, Xidong Mu, Joey Tianyi Zhou, Lingyang Song, H. Vincent Poor, Lajos Hanzo

* Submitted to IEEE for possible publication 

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Word2Pix: Word to Pixel Cross Attention Transformer in Visual Grounding


Jul 31, 2021
Heng Zhao, Joey Tianyi Zhou, Yew-Soon Ong


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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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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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Efficient Spiking Neural Networks with Radix Encoding


May 14, 2021
Zhehui Wang, Xiaozhe Gu, Rick Goh, Joey Tianyi Zhou, Tao Luo


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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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PointBA: Towards Backdoor Attacks in 3D Point Cloud


Mar 30, 2021
Xinke Li, Zhiru Chen, Yue Zhao, Zekun Tong, Yabang Zhao, Andrew Lim, Joey Tianyi Zhou


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RCT: Resource Constrained Training for Edge AI


Mar 26, 2021
Tian Huang, Tao Luo, Ming Yan, Joey Tianyi Zhou, Rick Goh

* 14 pages 

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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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Trusted Multi-View Classification


Feb 03, 2021
Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou

* Accepted by ICLR 2021 

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Deep Learning for Latent Events Forecasting in Twitter Aided Caching Networks


Jan 04, 2021
Zhong Yang, Yuanwei Liu, Yue Chen, Joey Tianyi Zhou

* 30 pages, 15 figures 

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Adaptive Precision Training for Resource Constrained Devices


Dec 23, 2020
Tian Huang, Tao Luo, Joey Tianyi Zhou

* 6 pages 

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Deep Partial Multi-View Learning


Nov 12, 2020
Changqing Zhang, Yajie Cui, Zongbo Han, Joey Tianyi Zhou, Huazhu Fu, Qinghua Hu


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Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games


Oct 22, 2020
Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Joey Tianyi Zhou, Chengqi Zhang

* Accepted by NeurIPS2020 

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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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Deep Neural Networks with Short Circuits for Improved Gradient Learning


Sep 23, 2020
Ming Yan, Xueli Xiao, Joey Tianyi Zhou, Yi Pan


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Contrastive Clustering


Sep 21, 2020
Yunfan Li, Peng Hu, Zitao Liu, Dezhong Peng, Joey Tianyi Zhou, Xi Peng


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Point Adversarial Self Mining: A Simple Method for Facial Expression Recognition in the Wild


Aug 26, 2020
Ping Liu, Yuewei Lin, Zibo Meng, Weihong Deng, Joey Tianyi Zhou, Yi Yang


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Attentive Graph Neural Networks for Few-Shot Learning


Jul 14, 2020
Hao Cheng, Joey Tianyi Zhou, Wee Peng Tay, Bihan Wen


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ECML: An Ensemble Cascade Metric Learning Mechanism towards Face Verification


Jul 11, 2020
Fu Xiong, Yang Xiao, Zhiguo Cao, Yancheng Wang, Joey Tianyi Zhou, Jianxi Wu

* Accepted to IEEE Transaction on Cybernetics 

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You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network


Jun 30, 2020
Boyun Li, Yuanbiao Gou, Shuhang Gu, Jerry Zitao Liu, Joey Tianyi Zhou, Xi Peng


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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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Omni-supervised Facial Expression Recognition: A Simple Baseline


May 18, 2020
Ping Liu, Yunchao Wei, Zibo Meng, Weihong Deng, Joey Tianyi Zhou, Yi Yang


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The Power of Triply Complementary Priors for Image Compressive Sensing


May 16, 2020
Zhiyuan Zha, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Bihan Wen, Ce Zhu

* 2020 International Conference on Image Processing 

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