Pyramid Attention Networks for Image Restoration

Jun 02, 2020
Yiqun Mei, Yuchen Fan, Yulun Zhang, Jiahui Yu, Yuqian Zhou, Ding Liu, Yun Fu, Thomas S. Huang, Honghui Shi


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Deep Learning-Based Automated Image Segmentation for Concrete Petrographic Analysis

May 23, 2020
Yu Song, Zilong Huang, Chuanyue Shen, Honghui Shi, David A Lange

* Accepted as a journal publication by Cement & Concrete Research 

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The 1st Agriculture-Vision Challenge: Methods and Results

Apr 23, 2020
Mang Tik Chiu, Xingqian Xu, Kai Wang, Jennifer Hobbs, Naira Hovakimyan, Thomas S. Huang, Honghui Shi, Yunchao Wei, Zilong Huang, Alexander Schwing, Robert Brunner, Ivan Dozier, Wyatt Dozier, Karen Ghandilyan, David Wilson, Hyunseong Park, Junhee Kim, Sungho Kim, Qinghui Liu, Michael C. Kampffmeyer, Robert Jenssen, Arnt B. Salberg, Alexandre Barbosa, Rodrigo Trevisan, Bingchen Zhao, Shaozuo Yu, Siwei Yang, Yin Wang, Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Ng, Van Thong Huynh, Soo-Hyung Kim, In-Seop Na, Ujjwal Baid, Shubham Innani, Prasad Dutande, Bhakti Baheti, Sanjay Talbar, Jianyu Tang

* CVPR 2020 Workshop 

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Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation

Apr 22, 2020
Zhonghao Wang, Mo Yu, Yunchao Wei, Rogerio Feris, Jinjun Xiong, Wen-mei Hwu, Thomas S. Huang, Honghui Shi

* CVPR 2020 

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Alleviating Semantic-level Shift: A Semi-supervised Domain Adaptation Method for Semantic Segmentation

Apr 02, 2020
Zhonghao Wang, Yunchao Wei, Rogerior Feris, Jinjun Xiong, Wen-Mei Hwu, Thomas S. Huang, Honghui Shi


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Laplacian Denoising Autoencoder

Mar 30, 2020
Jianbo Jiao, Linchao Bao, Yunchao Wei, Shengfeng He, Honghui Shi, Rynson Lau, Thomas S. Huang


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Deep Affinity Net: Instance Segmentation via Affinity

Mar 15, 2020
Xingqian Xu, Mang Tik Chiu, Thomas S. Huang, Honghui Shi


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FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation

Mar 10, 2020
Hanchao Yu, Shanhui Sun, Haichao Yu, Xiao Chen, Honghui Shi, Thomas Huang, Terrence Chen

* Accepted by CVPR 2020 

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AlignSeg: Feature-Aligned Segmentation Networks

Feb 24, 2020
Zilong Huang, Yunchao Wei, Xinggang Wang, Honghui Shi, Wenyu Liu, Thomas S. Huang

* In Submission 

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Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis

Jan 05, 2020
Mang Tik Chiu, Xingqian Xu, Yunchao Wei, Zilong Huang, Alexander Schwing, Robert Brunner, Hrant Khachatrian, Hovnatan Karapetyan, Ivan Dozier, Greg Rose, David Wilson, Adrian Tudor, Naira Hovakimyan, Thomas S. Huang, Honghui Shi


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Any-Precision Deep Neural Networks

Nov 17, 2019
Haichao Yu, Haoxiang Li, Honghui Shi, Thomas S. Huang, Gang Hua


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SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems

Sep 20, 2019
Xiaofan Zhang, Haoming Lu, Cong Hao, Jiachen Li, Bowen Cheng, Yuhong Li, Kyle Rupnow, Jinjun Xiong, Thomas Huang, Honghui Shi, Wen-mei Hwu, Deming Chen


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Bottom-up Higher-Resolution Networks for Multi-Person Pose Estimation

Aug 27, 2019
Bowen Cheng, Bin Xiao, Jingdong Wang, Honghui Shi, Thomas S. Huang, Lei Zhang


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SPGNet: Semantic Prediction Guidance for Scene Parsing

Aug 26, 2019
Bowen Cheng, Liang-Chieh Chen, Yunchao Wei, Yukun Zhu, Zilong Huang, Jinjun Xiong, Thomas Huang, Wen-Mei Hwu, Honghui Shi

* ICCV 2019 

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SkyNet: A Champion Model for DAC-SDC on Low Power Object Detection

Jul 09, 2019
Xiaofan Zhang, Cong Hao, Haoming Lu, Jiachen Li, Yuhong Li, Yuchen Fan, Kyle Rupnow, Jinjun Xiong, Thomas Huang, Honghui Shi, Wen-mei Hwu, Deming Chen


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When AWGN-based Denoiser Meets Real Noises

Apr 06, 2019
Yuqian Zhou, Jianbo Jiao, Haibin Huang, Yang Wang, Jue Wang, Honghui Shi, Thomas Huang

* 10 pages, 13 figures 

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One Shot Domain Adaptation for Person Re-Identification

Nov 26, 2018
Yang Fu, Yunchao Wei, Guanshuo Wang, Jiwei Li, Xi Zhou, Honghui Shi, Thomas Huang

* Technical report 

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Revisiting Pre-training: An Efficient Training Method for Image Classification

Nov 23, 2018
Bowen Cheng, Yunchao Wei, Honghui Shi, Shiyu Chang, Jinjun Xiong, Thomas S. Huang

* Technical report 

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SpotTune: Transfer Learning through Adaptive Fine-tuning

Nov 21, 2018
Yunhui Guo, Honghui Shi, Abhishek Kumar, Kristen Grauman, Tajana Rosing, Rogerio Feris


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Weakly Supervised Scene Parsing with Point-based Distance Metric Learning

Nov 06, 2018
Rui Qian, Yunchao Wei, Honghui Shi, Jiachen Li, Jiaying Liu, Thomas Huang

* AAAI2019 

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Horizontal Pyramid Matching for Person Re-identification

Sep 20, 2018
Yang Fu, Yunchao Wei, Yuqian Zhou, Honghui Shi, Gao Huang, Xinchao Wang, Zhiqiang Yao, Thomas Huang

* 9 pages, 4 figures 

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Revisiting RCNN: On Awakening the Classification Power of Faster RCNN

Jul 14, 2018
Bowen Cheng, Yunchao Wei, Honghui Shi, Rogerio Feris, Jinjun Xiong, Thomas Huang

* ECCV 2018 

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TS2C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection

Jul 13, 2018
Yunchao Wei, Zhiqiang Shen, Bowen Cheng, Honghui Shi, Jinjun Xiong, Jiashi Feng, Thomas Huang

* ECCV2018 

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Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi- Supervised Semantic Segmentation

May 28, 2018
Yunchao Wei, Huaxin Xiao, Honghui Shi, Zequn Jie, Jiashi Feng, Thomas S. Huang

* Accepted by CVPR 2018 as Spotlight 

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Learning Object Detectors from Scratch with Gated Recurrent Feature Pyramids

Dec 04, 2017
Zhiqiang Shen, Honghui Shi, Rogerio Feris, Liangliang Cao, Shuicheng Yan, Ding Liu, Xinchao Wang, Xiangyang Xue, Thomas S. Huang


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Stacked Approximated Regression Machine: A Simple Deep Learning Approach

Sep 08, 2016
Zhangyang Wang, Shiyu Chang, Qing Ling, Shuai Huang, Xia Hu, Honghui Shi, Thomas S. Huang

* This manuscript has been withdrawn by the authors. Please see the updated text for details 

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Seq-NMS for Video Object Detection

Aug 22, 2016
Wei Han, Pooya Khorrami, Tom Le Paine, Prajit Ramachandran, Mohammad Babaeizadeh, Honghui Shi, Jianan Li, Shuicheng Yan, Thomas S. Huang

* Technical Report for Imagenet VID Competition 2015 

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