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Tao Wang
An Investigation of Potential Function Designs for Neural CRF

Nov 11, 2020
Zechuan Hu, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu


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Exploring the limits of Concurrency in ML Training on Google TPUs

Nov 07, 2020
Sameer Kumar, James Bradbury, Cliff Young, Yu Emma Wang, Anselm Levskaya, Blake Hechtman, Dehao Chen, HyoukJoong Lee, Mehmet Deveci, Naveen Kumar, Pankaj Kanwar, Shibo Wang, Skye Wanderman-Milne, Steve Lacy, Tao Wang, Tayo Oguntebi, Yazhou Zu, Yuanzhong Xu, Andy Swing


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EDCNN: Edge enhancement-based Densely Connected Network with Compound Loss for Low-Dose CT Denoising

Oct 30, 2020
Tengfei Liang, Yi Jin, Yidong Li, Tao Wang, Songhe Feng, Congyan Lang

* 8 pages, 7 figures, 3 tables 
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Toward Accurate Person-level Action Recognition in Videos of Crowded Scenes

Oct 16, 2020
Li Yuan, Yichen Zhou, Shuning Chang, Ziyuan Huang, Yunpeng Chen, Xuecheng Nie, Tao Wang, Jiashi Feng, Shuicheng Yan

* ACM Multimedia 2020 
 * 1'st Place in ACM Multimedia Grand Challenge: Human in Events, Track4: Person-level Action Recognition in Complex Events 
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Rapid Robust Principal Component Analysis: CUR Accelerated Inexact Low Rank Estimation

Oct 14, 2020
HanQin Cai, Keaton Hamm, Longxiu Huang, Jiaqi Li, Tao Wang


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AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network

Oct 12, 2020
Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu

* Accept to Main Conference of EMNLP 2020 (Short). Camera-ready, 8 Pages 
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Structural Knowledge Distillation

Oct 10, 2020
Xinyu Wang, Yong Jiang, Zhaohui Yan, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu

* Under review as a conference paper of ICLR 2021. 15 pages 
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Automated Concatenation of Embeddings for Structured Prediction

Oct 10, 2020
Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu

* We propose ACE, which achieves new SOTA for 6 NLP tasks over 23 datasets. Under review as a conference paper at ICLR 2021. 19 pages 
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More Embeddings, Better Sequence Labelers?

Oct 10, 2020
Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu

* Accepted to Findings of EMNLP 2020. Camera-ready, 16 pages 
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Fast and Accurate Sequence Labeling with Approximate Inference Network

Sep 17, 2020
Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu

* Accept to Main Conference of EMNLP 2020 (Short). 8 Pages 
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Finding Action Tubes with a Sparse-to-Dense Framework

Aug 30, 2020
Yuxi Li, Weiyao Lin, Tao Wang, John See, Rui Qian, Ning Xu, Limin Wang, Shugong Xu

* 5 figures; AAAI 2020 
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The Devil is in Classification: A Simple Framework for Long-tail Instance Segmentation

Jul 31, 2020
Tao Wang, Yu Li, Bingyi Kang, Junnan Li, Junhao Liew, Sheng Tang, Steven Hoi, Jiashi Feng

* LVIS 2019 challenge winner, performance significantly improved after challenge submission, accepted at ECCV 2019 
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A Multi-Level Approach to Waste Object Segmentation

Jul 08, 2020
Tao Wang, Yuanzheng Cai, Lingyu Liang, Dongyi Ye

* Paper appears in Sensors 2020, 20(14), 3816 
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Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax

Jun 18, 2020
Yu Li, Tao Wang, Bingyi Kang, Sheng Tang, Chunfeng Wang, Jintao Li, Jiashi Feng

* CVPR 2020 (Oral). Code is available at https://github.com/FishYuLi/BalancedGroupSoftmax 
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Human in Events: A Large-Scale Benchmark for Human-centric Video Analysis in Complex Events

May 19, 2020
Weiyao Lin, Huabin Liu, Shizhan Liu, Yuxi Li, Guo-Jun Qi, Rui Qian, Tao Wang, Nicu Sebe, Ning Xu, Hongkai Xiong, Mubarak Shah

* Dataset for ACM MM'20 Grand Challenge on Large-scale Human-centric Video Analysis in Complex Events (http://humaninevents.org) 
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Making Robots Draw A Vivid Portrait In Two Minutes

May 12, 2020
Fei Gao, Jingjie Zhu, Zeyuan Yu, Peng Li, Tao Wang

* 7 pages, 7 figures 
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Structure-Level Knowledge Distillation For Multilingual Sequence Labeling

Apr 29, 2020
Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Fei Huang, Kewei Tu

* Accepted to ACL 2020, camera-ready. 14 pages 
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Automatic low-bit hybrid quantization of neural networks through meta learning

Apr 24, 2020
Tao Wang, Junsong Wang, Chang Xu, Chao Xue

* 7 pages, 3 figures 
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CTM: Collaborative Temporal Modeling for Action Recognition

Feb 08, 2020
Qian Liu, Tao Wang, Jie Liu, Yang Guan, Qi Bu, Longfei Yang


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iqiyi Submission to ActivityNet Challenge 2019 Kinetics-700 challenge: Hierarchical Group-wise Attention

Feb 07, 2020
Qian Liu, Dongyang Cai, Jie Liu, Nan Ding, Tao Wang

* Tech report 
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Learning a Layout Transfer Network for Context Aware Object Detection

Dec 09, 2019
Tao Wang, Xuming He, Yuanzheng Cai, Guobao Xiao

* Paper accepted by the IEEE Transactions on Intelligent Transportation Systems 
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Merging External Bilingual Pairs into Neural Machine Translation

Dec 02, 2019
Tao Wang, Shaohui Kuang, Deyi Xiong, António Branco

* 7 pages, 3 figures, 5 tables 
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Classification Calibration for Long-tail Instance Segmentation

Nov 02, 2019
Tao Wang, Yu Li, Bingyi Kang, Junnan Li, Jun Hao Liew, Sheng Tang, Steven Hoi, Jiashi Feng

* This report presents our winning solution to LVIS 2019 challenge 
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Scale MLPerf-0.6 models on Google TPU-v3 Pods

Oct 02, 2019
Sameer Kumar, Victor Bitorff, Dehao Chen, Chiachen Chou, Blake Hechtman, HyoukJoong Lee, Naveen Kumar, Peter Mattson, Shibo Wang, Tao Wang, Yuanzhong Xu, Zongwei Zhou


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