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ViP-DeepLab: Learning Visual Perception with Depth-aware Video Panoptic Segmentation


Dec 09, 2020
Siyuan Qiao, Yukun Zhu, Hartwig Adam, Alan Yuille, Liang-Chieh Chen

* Video: https://youtu.be/XR4HFiwwao0 GitHub: https://github.com/joe-siyuan-qiao/ViP-DeepLab 

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Batch Normalization with Enhanced Linear Transformation


Nov 28, 2020
Yuhui Xu, Lingxi Xie, Cihang Xie, Jieru Mei, Siyuan Qiao, Wei Shen, Hongkai Xiong, Alan Yuille

* 12 pages. The code is available at https://github.com/yuhuixu1993/BNET 

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Scaling Wide Residual Networks for Panoptic Segmentation


Nov 23, 2020
Liang-Chieh Chen, Huiyu Wang, Siyuan Qiao

* 12 pages including reference 

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DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution


Jun 03, 2020
Siyuan Qiao, Liang-Chieh Chen, Alan Yuille


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Shape-aware Feature Extraction for Instance Segmentation


Nov 25, 2019
Hao Ding, Siyuan Qiao, Wei Shen, Alan Yuille


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Rethinking Normalization and Elimination Singularity in Neural Networks


Nov 21, 2019
Siyuan Qiao, Huiyu Wang, Chenxi Liu, Wei Shen, Alan Yuille


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TDAPNet: Prototype Network with Recurrent Top-Down Attention for Robust Object Classification under Partial Occlusion


Sep 09, 2019
Mingqing Xiao, Adam Kortylewski, Ruihai Wu, Siyuan Qiao, Wei Shen, Alan Yuille


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Weight Standardization


Mar 25, 2019
Siyuan Qiao, Huiyu Wang, Chenxi Liu, Wei Shen, Alan Yuille


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Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization


Dec 02, 2018
Siyuan Qiao, Zhe Lin, Jianming Zhang, Alan Yuille


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Progressive Recurrent Learning for Visual Recognition


Nov 29, 2018
Xutong Ren, Lingxi Xie, Chen Wei, Siyuan Qiao, Chi Su, Jiaying Liu, Alan L. Yuille


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Robust Face Detection via Learning Small Faces on Hard Images


Nov 28, 2018
Zhishuai Zhang, Wei Shen, Siyuan Qiao, Yan Wang, Bo Wang, Alan Yuille


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Knowledge Distillation in Generations: More Tolerant Teachers Educate Better Students


Sep 07, 2018
Chenglin Yang, Lingxi Xie, Siyuan Qiao, Alan Yuille

* 9 pages, 2 figures, major changes beyond v1 

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Single-Shot Object Detection with Enriched Semantics


Apr 08, 2018
Zhishuai Zhang, Siyuan Qiao, Cihang Xie, Wei Shen, Bo Wang, Alan L. Yuille


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Multi-Scale Spatially-Asymmetric Recalibration for Image Classification


Apr 03, 2018
Yan Wang, Lingxi Xie, Siyuan Qiao, Ya Zhang, Wenjun Zhang, Alan L. Yuille

* 17 pages, 5 figures, submitted to ECCV 2018 

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Deep Co-Training for Semi-Supervised Image Recognition


Mar 15, 2018
Siyuan Qiao, Wei Shen, Zhishuai Zhang, Bo Wang, Alan Yuille


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Few-shot Learning by Exploiting Visual Concepts within CNNs


Feb 13, 2018
Boyang Deng, Qing Liu, Siyuan Qiao, Alan Yuille


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Gradually Updated Neural Networks for Large-Scale Image Recognition


Feb 10, 2018
Siyuan Qiao, Zhishuai Zhang, Wei Shen, Bo Wang, Alan Yuille


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Few-Shot Image Recognition by Predicting Parameters from Activations


Nov 25, 2017
Siyuan Qiao, Chenxi Liu, Wei Shen, Alan Yuille


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ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond


Apr 22, 2017
Siyuan Qiao, Wei Shen, Weichao Qiu, Chenxi Liu, Alan Yuille


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