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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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CoKe: Localized Contrastive Learning for Robust Keypoint Detection

Sep 30, 2020
Yutong Bai, Angtian Wang, Adam Kortylewski, Alan Yuille


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Lymph Node Gross Tumor Volume Detection in Oncology Imaging via Relationship Learning Using Graph Neural Network

Aug 29, 2020
Chun-Hung Chao, Zhuotun Zhu, Dazhou Guo, Ke Yan, Tsung-Ying Ho, Jinzheng Cai, Adam P. Harrison, Xianghua Ye, Jing Xiao, Alan Yuille, Min Sun, Le Lu, Dakai Jin

* Accepted to MICCAI 2020 

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Lymph Node Gross Tumor Volume Detection and Segmentation via Distance-based Gating using 3D CT/PET Imaging in Radiotherapy

Aug 27, 2020
Zhuotun Zhu, Dakai Jin, Ke Yan, Tsung-Ying Ho, Xianghua Ye, Dazhou Guo, Chun-Hung Chao, Jing Xiao, Alan Yuille, Le Lu

* MICCAI2020 

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ASAP-Net: Attention and Structure Aware Point Cloud Sequence Segmentation

Aug 12, 2020
Hanwen Cao, Yongyi Lu, Cewu Lu, Bo Pang, Gongshen Liu, Alan Yuille

* The British Machine Vision Conference (BMVC) 

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Probabilistic Multi-modal Trajectory Prediction with Lane Attention for Autonomous Vehicles

Jul 06, 2020
Chenxu Luo, Lin Sun, Dariush Dabiri, Alan Yuille

* IROS 2020. 3rd place solution for the Argoverse motion forecasting challenge at NeurIPS 2019. A variation of the method also won the 1st place in the Nuscenes prediction challenge 2020 

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Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation

Jun 28, 2020
Yingda Xia, Dong Yang, Zhiding Yu, Fengze Liu, Jinzheng Cai, Lequan Yu, Zhuotun Zhu, Daguang Xu, Alan Yuille, Holger Roth

* Medical Image Analysis, 2020 
* 19 pages, 6 figures, to appear in Medical Image Analysis. This article is an extension of the conference paper arXiv:1811.12506 

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Compositional Convolutional Neural Networks: A Robust and Interpretable Model for Object Recognition under Occlusion

Jun 28, 2020
Adam Kortylewski, Qing Liu, Angtian Wang, Yihong Sun, Alan Yuille


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Smooth Adversarial Training

Jun 25, 2020
Cihang Xie, Mingxing Tan, Boqing Gong, Alan Yuille, Quoc V. Le

* tech report 

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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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Robust Object Detection under Occlusion with Context-Aware CompositionalNets

May 30, 2020
Angtian Wang, Yihong Sun, Adam Kortylewski, Alan Yuille

* Accepted to CVPR 2020 

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Detecting Scatteredly-Distributed, Small, andCritically Important Objects in 3D OncologyImaging via Decision Stratification

May 27, 2020
Zhuotun Zhu, Ke Yan, Dakai Jin, Jinzheng Cai, Tsung-Ying Ho, Adam P Harrison, Dazhou Guo, Chun-Hung Chao, Xianghua Ye, Jing Xiao, Alan Yuille, Le Lu

* 14 pages, 4 Figures 

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JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans

May 27, 2020
Fengze Liu, Jingzheng Cai, Yuankai Huo, Chi-Tung Cheng, Ashwin Raju, Dakai Jin, Jing Xiao, Alan Yuille, Le Lu, ChienHung Liao, Adam P Harrison


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Robust Object Detection under Occlusion with \\Context-Aware CompositionalNets

May 24, 2020
Angtian Wang, Yihong Sun, Adam Kortylewski, Alan Yuille

* Accepted to CVPR 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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Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture Search

Apr 17, 2020
Dazhou Guo, Dakai Jin, Zhuotun Zhu, Tsung-Ying Ho, Adam P. Harrison, Chun-Hung Chao, Jing Xiao, Alan Yuille, Chien-Yu Lin, Le Lu

* IEEE CVPR 2020 

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PatchAttack: A Black-box Texture-based Attack with Reinforcement Learning

Apr 12, 2020
Chenglin Yang, Adam Kortylewski, Cihang Xie, Yinzhi Cao, Alan Yuille


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Context-Aware Group Captioning via Self-Attention and Contrastive Features

Apr 07, 2020
Zhuowan Li, Quan Tran, Long Mai, Zhe Lin, Alan Yuille

* To appear in CVPR 2020; Project page: https://lizw14.github.io/project/groupcap 

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Neural Architecture Search for Lightweight Non-Local Networks

Apr 04, 2020
Yingwei Li, Xiaojie Jin, Jieru Mei, Xiaochen Lian, Linjie Yang, Cihang Xie, Qihang Yu, Yuyin Zhou, Song Bai, Alan Yuille

* CVPR 2020. Project page: https://github.com/LiYingwei/AutoNL 

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Compositional Convolutional Neural Networks: A Deep Architecture with Innate Robustness to Partial Occlusion

Apr 03, 2020
Adam Kortylewski, Ju He, Qing Liu, Alan Yuille

* CVPR 2020; Code is available https://github.com/AdamKortylewski/CompositionalNets 

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Are Labels Necessary for Neural Architecture Search?

Mar 26, 2020
Chenxi Liu, Piotr Doll√°r, Kaiming He, Ross Girshick, Alan Yuille, Saining Xie


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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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Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation

Mar 17, 2020
Huiyu Wang, Yukun Zhu, Bradley Green, Hartwig Adam, Alan Yuille, Liang-Chieh Chen


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When Radiology Report Generation Meets Knowledge Graph

Feb 19, 2020
Yixiao Zhang, Xiaosong Wang, Ziyue Xu, Qihang Yu, Alan Yuille, Daguang Xu


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Object as Hotspots: An Anchor-Free 3D Object Detection Approach via Firing of Hotspots

Dec 30, 2019
Qi Chen, Lin Sun, Zhixin Wang, Kui Jia, Alan Yuille


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AtomNAS: Fine-Grained End-to-End Neural Architecture Search

Dec 20, 2019
Jieru Mei, Yingwei Li, Xiaochen Lian, Xiaojie Jin, Linjie Yang, Alan Yuille, Jianchao Yang

* Accepted by ICLR 2020. 11 pages, 6 figures, and 4 tables 

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Learning from Synthetic Animals

Dec 17, 2019
Jiteng Mu, Weichao Qiu, Gregory Hager, Alan Yuille


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Identity Preserve Transform: Understand What Activity Classification Models Have Learnt

Dec 13, 2019
Jialing Lyu, Weichao Qiu, Xinyue Wei, Yi Zhang, Alan Yuille, Zheng-Jun Zha


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