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TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation


Apr 12, 2022
Wenqiang Zhang, Zilong Huang, Guozhong Luo, Tao Chen, Xinggang Wang, Wenyu Liu, Gang Yu, Chunhua Shen

* To Appear at CVPR 2022 

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SeMask: Semantically Masked Transformers for Semantic Segmentation


Dec 23, 2021
Jitesh Jain, Anukriti Singh, Nikita Orlov, Zilong Huang, Jiachen Li, Steven Walton, Humphrey Shi

* 13 pages, 6 figures 

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Shuffle Transformer with Feature Alignment for Video Face Parsing


Jun 16, 2021
Rui Zhang, Yang Han, Zilong Huang, Pei Cheng, Guozhong Luo, Gang Yu, Bin Fu

* technical report 

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Shuffle Transformer: Rethinking Spatial Shuffle for Vision Transformer


Jun 07, 2021
Zilong Huang, Youcheng Ben, Guozhong Luo, Pei Cheng, Gang Yu, Bin Fu


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Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report


May 17, 2021
Andrey Ignatov, Grigory Malivenko, David Plowman, Samarth Shukla, Radu Timofte, Ziyu Zhang, Yicheng Wang, Zilong Huang, Guozhong Luo, Gang Yu, Bin Fu, Yiran Wang, Xingyi Li, Min Shi, Ke Xian, Zhiguo Cao, Jin-Hua Du, Pei-Lin Wu, Chao Ge, Jiaoyang Yao, Fangwen Tu, Bo Li, Jung Eun Yoo, Kwanggyoon Seo, Jialei Xu, Zhenyu Li, Xianming Liu, Junjun Jiang, Wei-Chi Chen, Shayan Joya, Huanhuan Fan, Zhaobing Kang, Ang Li, Tianpeng Feng, Yang Liu, Chuannan Sheng, Jian Yin, Fausto T. Benavide

* Mobile AI 2021 Workshop and Challenges: https://ai-benchmark.com/workshops/mai/2021/. arXiv admin note: text overlap with arXiv:2105.07809 

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Half-Real Half-Fake Distillation for Class-Incremental Semantic Segmentation


Apr 02, 2021
Zilong Huang, Wentian Hao, Xinggang Wang, Mingyuan Tao, Jianqiang Huang, Wenyu Liu, Xian-Sheng Hua


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Human De-occlusion: Invisible Perception and Recovery for Humans


Mar 22, 2021
Qiang Zhou, Shiyin Wang, Yitong Wang, Zilong Huang, Xinggang Wang

* 11 pages, 6 figures, conference 

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High-Resolution Deep Image Matting


Sep 14, 2020
Haichao Yu, Ning Xu, Zilong Huang, Yuqian Zhou, Humphrey Shi


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Deep Learning-Based Automated Image Segmentation for Concrete Petrographic Analysis


May 28, 2020
Yu Song, Zilong Huang, Chuanyue Shen, Humphrey Shi, David A Lange

* Accepted as a journal publication by Cement & Concrete Research 

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