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Data, Assemble: Leveraging Multiple Datasets with Heterogeneous and Partial Labels


Sep 25, 2021
Mintong Kang, Yongyi Lu, Alan L. Yuille, Zongwei Zhou


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DeepLab2: A TensorFlow Library for Deep Labeling


Jun 17, 2021
Mark Weber, Huiyu Wang, Siyuan Qiao, Jun Xie, Maxwell D. Collins, Yukun Zhu, Liangzhe Yuan, Dahun Kim, Qihang Yu, Daniel Cremers, Laura Leal-Taixe, Alan L. Yuille, Florian Schroff, Hartwig Adam, Liang-Chieh Chen

* 4-page technical report. The first three authors contributed equally to this work 

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Learning Inductive Attention Guidance for Partially Supervised Pancreatic Ductal Adenocarcinoma Prediction


May 31, 2021
Yan Wang, Peng Tang, Yuyin Zhou, Wei Shen, Elliot K. Fishman, Alan L. Yuille


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Sequential Learning on Liver Tumor Boundary Semantics and Prognostic Biomarker Mining


Mar 09, 2021
Jieneng Chen, Ke Yan, Yu-Dong Zhang, Youbao Tang, Xun Xu, Shuwen Sun, Qiuping Liu, Lingyun Huang, Jing Xiao, Alan L. Yuille, Ya Zhang, Le Lu


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Multi-phase Deformable Registration for Time-dependent Abdominal Organ Variations


Mar 08, 2021
Seyoun Park, Elliot K. Fishman, Alan L. Yuille


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TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation


Feb 08, 2021
Jieneng Chen, Yongyi Lu, Qihang Yu, Xiangde Luo, Ehsan Adeli, Yan Wang, Le Lu, Alan L. Yuille, Yuyin Zhou

* 13 pages, 3 figures 

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Nothing But Geometric Constraints: A Model-Free Method for Articulated Object Pose Estimation


Nov 30, 2020
Qihao Liu, Weichao Qiu, Weiyao Wang, Gregory D. Hager, Alan L. Yuille

* 10 pages, 3 figures 

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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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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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CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Network


Mar 28, 2020
Qihang Yu, Yingwei Li, Jieru Mei, Yuyin Zhou, Alan L. Yuille


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C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation


Dec 20, 2019
Qihang Yu, Dong Yang, Holger Roth, Yutong Bai, Yixiao Zhang, Alan L. Yuille, Daguang Xu


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Car Pose in Context: Accurate Pose Estimation with Ground Plane Constraints


Dec 09, 2019
Pengfei Li, Weichao Qiu, Michael Peven, Gregory D. Hager, Alan L. Yuille


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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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Adversarial Examples for Edge Detection: They Exist, and They Transfer


Jun 02, 2019
Christian Cosgrove, Alan L. Yuille


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Patch-based 3D Human Pose Refinement


May 20, 2019
Qingfu Wan, Weichao Qiu, Alan L. Yuille

* Accepted by CVPR 2019 Augmented Human: Human-centric Understanding and 2D/3D Synthesis, and the third Look Into Person (LIP) Challenge Workshop 

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Thickened 2D Networks for 3D Medical Image Segmentation


Apr 02, 2019
Qihang Yu, Yingda Xia, Lingxi Xie, Elliot K. Fishman, Alan L. Yuille


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Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against Defenses


Apr 01, 2019
Yingwei Li, Song Bai, Cihang Xie, Zhenyu Liao, Xiaohui Shen, Alan L. Yuille

* The code is available here: https://github.com/LiYingwei/Regional-Homogeneity 

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Phase Collaborative Network for Multi-Phase Medical Imaging Segmentation


Dec 06, 2018
Huangjie Zheng, Lingxi Xie, Tianwei Ni, Ya Zhang, Yan-Feng Wang, Qi Tian, Elliot K. Fishman, Alan L. Yuille


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Towards Accurate Task Accomplishment with Low-Cost Robotic Arms


Dec 03, 2018
Yiming Zuo, Weichao Qiu, Lingxi Xie, Fangwei Zhong, Yizhou Wang, Alan L. Yuille

* 10 pages, 6 figures 

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Elastic Boundary Projection for 3D Medical Imaging Segmentation


Dec 03, 2018
Tianwei Ni, Lingxi Xie, Huangjie Zheng, Elliot K. Fishman, Alan L. Yuille


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Iterative Reorganization with Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning


Dec 02, 2018
Chen Wei, Lingxi Xie, Xutong Ren, Yingda Xia, Chi Su, Jiaying Liu, Qi Tian, Alan L. Yuille


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Snapshot Distillation: Teacher-Student Optimization in One Generation


Dec 01, 2018
Chenglin Yang, Lingxi Xie, Chi Su, Alan L. 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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PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference Resolution


Oct 23, 2018
Hong Chen, Zhenhua Fan, Hao Lu, Alan L. Yuille, Shu Rong

* EMNLP 2018 

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Adversarial Attacks Beyond the Image Space


Sep 10, 2018
Xiaohui Zeng, Chenxi Liu, Yu-Siang Wang, Weichao Qiu, Lingxi Xie, Yu-Wing Tai, Chi Keung Tang, Alan L. Yuille

* 10 pages, 4 figures (new method and experiments added beyond v2) 

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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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Multi-Scale Coarse-to-Fine Segmentation for Screening Pancreatic Ductal Adenocarcinoma


Jul 09, 2018
Zhuotun Zhu, Yingda Xia, Lingxi Xie, Elliot K. Fishman, Alan L. Yuille

* 9 pages, 4 figures 

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Bridging the Gap Between 2D and 3D Organ Segmentation with Volumetric Fusion Net


Jun 09, 2018
Yingda Xia, Lingxi Xie, Fengze Liu, Zhuotun Zhu, Elliot K. Fishman, Alan L. Yuille

* 8 pages, 2 figures, accepted to MICCAI 2018 

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