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SpecTr: Spectral Transformer for Hyperspectral Pathology Image Segmentation


Mar 05, 2021
Boxiang Yun, Yan Wang, Jieneng Chen, Huiyu Wang, Wei Shen, Qingli Li


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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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Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples


Oct 29, 2020
Yingwei Li, Zhuotun Zhu, Yuyin Zhou, Yingda Xia, Wei Shen, Elliot K. Fishman, Alan L. Yuille

* arXiv admin note: substantial text overlap with arXiv:1712.00201 

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AutoADR: Automatic Model Design for Ad Relevance


Oct 14, 2020
Yiren Chen, Yaming Yang, Hong Sun, Yujing Wang, Yu Xu, Wei Shen, Rong Zhou, Yunhai Tong, Jing Bai, Ruofei Zhang

* CIKM 2020 

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Shape-Texture Debiased Neural Network Training


Oct 12, 2020
Yingwei Li, Qihang Yu, Mingxing Tan, Jieru Mei, Peng Tang, Wei Shen, Alan Yuille, Cihang Xie

* The code is available here: https://github.com/LiYingwei/ShapeTextureDebiasedTraining 

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CO2: Consistent Contrast for Unsupervised Visual Representation Learning


Oct 05, 2020
Chen Wei, Huiyu Wang, Wei Shen, Alan Yuille


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Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing


Aug 26, 2020
Wei Shen, Xiaonan He, Chuheng Zhang, Qiang Ni, Wanchun Dou, Yan Wang

* Accepted by CIKM 2020 

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Towards Unsupervised Learning for Instrument Segmentation in Robotic Surgery with Cycle-Consistent Adversarial Networks


Jul 09, 2020
Daniil Pakhomov, Wei Shen, Nassir Navab

* IROS 2020 

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Domain Adaptive Relational Reasoning for 3D Multi-Organ Segmentation


May 18, 2020
Shuhao Fu, Yongyi Lu, Yan Wang, Yuyin Zhou, Wei Shen, Elliot Fishman, Alan Yuille


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Segmentation for Classification of Screening Pancreatic Neuroendocrine Tumors


Apr 04, 2020
Zhuotun Zhu, Yongyi Lu, Wei Shen, Elliot K. Fishman, Alan L. Yuille


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Detecting Pancreatic Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble


Apr 03, 2020
Yingda Xia, Qihang Yu, Wei Shen, Yuyin Zhou, Elliot K. Fishman, Alan L. Yuille

* The first two authors contributed equally to this work 

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Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation


Mar 18, 2020
Yingda Xia, Yi Zhang, Fengze Liu, Wei Shen, Alan Yuille

* The first two authors contributed equally to this work 

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Deep Distance Transform for Tubular Structure Segmentation in CT Scans


Dec 06, 2019
Yan Wang, Xu Wei, Fengze Liu, Jieneng Chen, Yuyin Zhou, Wei Shen, Elliot K. Fishman, Alan L. 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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Deep Differentiable Random Forests for Age Estimation


Aug 22, 2019
Wei Shen, Yilu Guo, Yan Wang, Kai Zhao, Bo Wang, Alan Yuille

* Accepted by TPAMI. arXiv admin note: substantial text overlap with arXiv:1712.07195 

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Learning to Find Correlated Features by Maximizing Information Flow in Convolutional Neural Networks


Jun 30, 2019
Wei Shen, Fei Li, Rujie Liu


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Stability and Optimization Error of Stochastic Gradient Descent for Pairwise Learning


Apr 26, 2019
Wei Shen, Zhenhuan Yang, Yiming Ying, Xiaoming Yuan

* 35 pages 

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Weight Standardization


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


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Learning from Adversarial Features for Few-Shot Classification


Mar 25, 2019
Wei Shen, Ziqiang Shi, Jun Sun


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Learning to generate filters for convolutional neural networks


Dec 05, 2018
Wei Shen, Rujie Liu


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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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Tackling Early Sparse Gradients in Softmax Activation Using Leaky Squared Euclidean Distance


Nov 27, 2018
Wei Shen, Rujie Liu


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Generating Attention from Classifier Activations for Fine-grained Recognition


Nov 27, 2018
Wei Shen, Rujie Liu


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PCL: Proposal Cluster Learning for Weakly Supervised Object Detection


Oct 13, 2018
Peng Tang, Xinggang Wang, Song Bai, Wei Shen, Xiang Bai, Wenyu Liu, Alan Yuille

* Accepted by TPAMI. Codes are available at https://github.com/ppengtang/oicr/tree/pcl 

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Hi-Fi: Hierarchical Feature Integration for Skeleton Detection


Aug 07, 2018
Kai Zhao, Wei Shen, Shanghua Gao, Dandan Li, Ming-Ming Cheng

* IJCAI2018 

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A 3D Coarse-to-Fine Framework for Volumetric Medical Image Segmentation


Aug 02, 2018
Zhuotun Zhu, Yingda Xia, Wei Shen, Elliot K. Fishman, Alan L. Yuille

* 9 pages, 4 figures, Accepted to 3DV 

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