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MIcro-Surgical Anastomose Workflow recognition challenge report


Mar 24, 2021
Arnaud Huaulmé, Duygu Sarikaya, Kévin Le Mut, Fabien Despinoy, Yonghao Long, Qi Dou, Chin-Boon Chng, Wenjun Lin, Satoshi Kondo, Laura Bravo-Sánchez, Pablo Arbeláez, Wolfgang Reiter, Manoru Mitsuishi, Kanako Harada, Pierre Jannin

* MICCAI2020 challenge report, 36 pages including 15 for supplementary material (complet results for each participating teams), 17 figures 

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SIMBA: Specific Identity Markers for Bone Age Assessment


Jul 13, 2020
Cristina González, María Escobar, Laura Daza, Felipe Torres, Gustavo Triana, Pablo Arbeláez

* Accepted at MICCAI 2020 

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MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognition


Jun 30, 2020
Mauricio Neira, Catalina Gómez, John F. Suárez-Pérez, Diego A. Gómez, Juan Pablo Reyes, Marcela Hernández Hoyos, Pablo Arbeláez, Jaime E. Forero-Romero

* ApJS accepted, 17 pages, 14 figures 

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ClusTR: Clustering Training for Robustness


Jun 24, 2020
Motasem Alfarra, Juan C. Pérez, Adel Bibi, Ali Thabet, Pablo Arbeláez, Bernard Ghanem

* 16 pages, 4 figures, 5 tables 

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ClustTR: Clustering Training for Robustness


Jun 13, 2020
Motasem Alfarra, Juan C. Pérez, Adel Bibi, Ali Thabet, Pablo Arbeláez, Bernard Ghanem

* 16 pages, 4 figures 

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Classifying Image Sequences of Astronomical Transients with Deep Neural Networks


Apr 28, 2020
Catalina Gómez, Mauricio Neira, Marcela Hernández Hoyos, Pablo Arbeláez, Jaime E. Forero-Romero

* 9 pages, 6 figures. Submitted. Comments are welcome 

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Robust Medical Instrument Segmentation Challenge 2019


Mar 23, 2020
Tobias Ross, Annika Reinke, Peter M. Full, Martin Wagner, Hannes Kenngott, Martin Apitz, Hellena Hempe, Diana Mindroc Filimon, Patrick Scholz, Thuy Nuong Tran, Pierangela Bruno, Pablo Arbeláez, Gui-Bin Bian, Sebastian Bodenstedt, Jon Lindström Bolmgren, Laura Bravo-Sánchez, Hua-Bin Chen, Cristina González, Dong Guo, Pål Halvorsen, Pheng-Ann Heng, Enes Hosgor, Zeng-Guang Hou, Fabian Isensee, Debesh Jha, Tingting Jiang, Yueming Jin, Kadir Kirtac, Sabrina Kletz, Stefan Leger, Zhixuan Li, Klaus H. Maier-Hein, Zhen-Liang Ni, Michael A. Riegler, Klaus Schoeffmann, Ruohua Shi, Stefanie Speidel, Michael Stenzel, Isabell Twick, Gutai Wang, Jiacheng Wang, Liansheng Wang, Lu Wang, Yujie Zhang, Yan-Jie Zhou, Lei Zhu, Manuel Wiesenfarth, Annette Kopp-Schneider, Beat P. Müller-Stich, Lena Maier-Hein

* A pre-print 

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Robust Gabor Networks


Dec 11, 2019
Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Adel Bibi, Ali Thabet, Bernard Ghanem, Pablo Arbeláez

* 10 pages, 5 figures, 3 tables 

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SMIT: Stochastic Multi-Label Image-to-Image Translation


Dec 10, 2018
Andrés Romero, Pablo Arbeláez, Luc Van Gool, Radu Timofte


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Dynamic Multimodal Instance Segmentation guided by natural language queries


Jul 22, 2018
Edgar Margffoy-Tuay, Juan C. Pérez, Emilio Botero, Pablo Arbeláez


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The 2017 DAVIS Challenge on Video Object Segmentation


Mar 01, 2018
Jordi Pont-Tuset, Federico Perazzi, Sergi Caelles, Pablo Arbeláez, Alex Sorkine-Hornung, Luc Van Gool

* Challenge website: http://davischallenge.org 

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Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks


Apr 28, 2017
Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Pablo Arbeláez, Luc Van Gool

* Accepted by T-PAMI. Extended version of "Convolutional Oriented Boundaries", ECCV 2016 (arXiv:1608.02755). Project page: http://www.vision.ee.ethz.ch/~cvlsegmentation/cob/ 

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Deep Retinal Image Understanding


Sep 05, 2016
Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Pablo Arbeláez, Luc Van Gool

* MICCAI 2016 Camera Ready 

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Convolutional Oriented Boundaries


Aug 09, 2016
Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Pablo Arbeláez, Luc Van Gool

* ECCV 2016 Camera Ready 

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Oracle MCG: A first peek into COCO Detection Challenges


Aug 14, 2015
Jordi Pont-Tuset, Pablo Arbeláez, Luc Van Gool


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Hypercolumns for Object Segmentation and Fine-grained Localization


Apr 25, 2015
Bharath Hariharan, Pablo Arbeláez, Ross Girshick, Jitendra Malik

* CVPR Camera ready 

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Inferring 3D Object Pose in RGB-D Images


Feb 16, 2015
Saurabh Gupta, Pablo Arbeláez, Ross Girshick, Jitendra Malik

* 13 pages, 8 figures, 4 tables 

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Learning Rich Features from RGB-D Images for Object Detection and Segmentation


Jul 22, 2014
Saurabh Gupta, Ross Girshick, Pablo Arbeláez, Jitendra Malik

* To appear in the European Conference on Computer Vision (ECCV), 2014 

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Simultaneous Detection and Segmentation


Jul 07, 2014
Bharath Hariharan, Pablo Arbeláez, Ross Girshick, Jitendra Malik

* To appear in the European Conference on Computer Vision (ECCV), 2014 

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