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One Thousand and One Hours: Self-driving Motion Prediction Dataset


Jun 25, 2020
John Houston, Guido Zuidhof, Luca Bergamini, Yawei Ye, Ashesh Jain, Sammy Omari, Vladimir Iglovikov, Peter Ondruska

* The full dataset is available at http://level5.lyft.com/ 

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2018 Robotic Scene Segmentation Challenge


Feb 03, 2020
Max Allan, Satoshi Kondo, Sebastian Bodenstedt, Stefan Leger, Rahim Kadkhodamohammadi, Imanol Luengo, Felix Fuentes, Evangello Flouty, Ahmed Mohammed, Marius Pedersen, Avinash Kori, Varghese Alex, Ganapathy Krishnamurthi, David Rauber, Robert Mendel, Christoph Palm, Sophia Bano, Guinther Saibro, Chi-Sheng Shih, Hsun-An Chiang, Juntang Zhuang, Junlin Yang, Vladimir Iglovikov, Anton Dobrenkii, Madhu Reddiboina, Anubhav Reddy, Xingtong Liu, Cong Gao, Mathias Unberath, Myeonghyeon Kim, Chanho Kim, Chaewon Kim, Hyejin Kim, Gyeongmin Lee, Ihsan Ullah, Miguel Luna, Sang Hyun Park, Mahdi Azizian, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel


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2017 Robotic Instrument Segmentation Challenge


Feb 21, 2019
Max Allan, Alex Shvets, Thomas Kurmann, Zichen Zhang, Rahul Duggal, Yun-Hsuan Su, Nicola Rieke, Iro Laina, Niveditha Kalavakonda, Sebastian Bodenstedt, Luis Herrera, Wenqi Li, Vladimir Iglovikov, Huoling Luo, Jian Yang, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel, Mahdi Azizian


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Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep Learning


Jun 19, 2018
Alexey Shvets, Alexander Rakhlin, Alexandr A. Kalinin, Vladimir Iglovikov

* 9 pages, 3 figures. arXiv admin note: substantial text overlap with arXiv:1804.08024 

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Pediatric Bone Age Assessment Using Deep Convolutional Neural Networks


Jun 19, 2018
Vladimir Iglovikov, Alexander Rakhlin, Alexandr Kalinin, Alexey Shvets

* 14 pages, 9 figures 

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Angiodysplasia Detection and Localization Using Deep Convolutional Neural Networks


Apr 21, 2018
Alexey Shvets, Vladimir Iglovikov, Alexander Rakhlin, Alexandr A. Kalinin

* 12 pages, 6 figures 

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Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis


Apr 03, 2018
Alexander Rakhlin, Alexey Shvets, Vladimir Iglovikov, Alexandr A. Kalinin

* 8 pages, 4 figures 

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TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation


Jan 17, 2018
Vladimir Iglovikov, Alexey Shvets

* 5 pages, 4 figures 

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Satellite Imagery Feature Detection using Deep Convolutional Neural Network: A Kaggle Competition


Jun 19, 2017
Vladimir Iglovikov, Sergey Mushinskiy, Vladimir Osin


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