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Active 3D Shape Reconstruction from Vision and Touch



Edward J. Smith , David Meger , Luis Pineda , Roberto Calandra , Jitendra Malik , Adriana Romero , Michal Drozdzal


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Active MR k-space Sampling with Reinforcement Learning



Luis Pineda , Sumana Basu , Adriana Romero , Roberto Calandra , Michal Drozdzal

* To appear in 23rd International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2020 

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3D Shape Reconstruction from Vision and Touch



Edward J. Smith , Roberto Calandra , Adriana Romero , Georgia Gkioxari , David Meger , Jitendra Malik , Michal Drozdzal

* Submitted for review 

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Learning to adapt class-specific features across domains for semantic segmentation



Mikel Menta , Adriana Romero , Joost van de Weijer

* Master thesis dissertation for the Master in Computer Vision (Barcelona). 11 pages main article and 3 pages appendices. Code available 

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On the Evaluation of Conditional GANs



Terrance DeVries , Adriana Romero , Luis Pineda , Graham W. Taylor , Michal Drozdzal


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Elucidating image-to-set prediction: An analysis of models, losses and datasets



Luis Pineda , Amaia Salvador , Michal Drozdzal , Adriana Romero


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Reducing Uncertainty in Undersampled MRI Reconstruction with Active Acquisition



Zizhao Zhang , Adriana Romero , Matthew J. Muckley , Pascal Vincent , Lin Yang , Michal Drozdzal


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GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects



Edward J. Smith , Scott Fujimoto , Adriana Romero , David Meger

* 18 pages 

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Inverse Cooking: Recipe Generation from Food Images



Amaia Salvador , Michal Drozdzal , Xavier Giro-i-Nieto , Adriana Romero


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fastMRI: An Open Dataset and Benchmarks for Accelerated MRI



Jure Zbontar , Florian Knoll , Anuroop Sriram , Matthew J. Muckley , Mary Bruno , Aaron Defazio , Marc Parente , Krzysztof J. Geras , Joe Katsnelson , Hersh Chandarana , Zizhao Zhang , Michal Drozdzal , Adriana Romero , Michael Rabbat , Pascal Vincent , James Pinkerton , Duo Wang , Nafissa Yakubova , Erich Owens , C. Lawrence Zitnick , Michael P. Recht , Daniel K. Sodickson , Yvonne W. Lui

* 29 pages, 8 figures 

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