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UniverSeg – Universal Medical Image Segmentation Models
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ShrinkBench – Neural Network Pruning Framework
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HyperLight – Hypernetworks in Pytorch made easy
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ThunderPack – Blazingly fast multi-modal data format
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Pylot – Experiment management for deep learning science
Magnitude Invariant Parametrizations Improve Hypernetwork Learning
Jose Javier Gonzalez Ortiz, John Guttag, Adrian V. Dalca In Submission - Preprint Available. [paper] [code]Scale-Space Hypernetworks for Efficient Biomedical Imaging
Jose Javier Gonzalez Ortiz, John Guttag, Adrian V. Dalca NeurIPS 2023. [paper] [code]Universeg: Universal Medical Image Segmentation
Jose Javier Gonzalez Ortiz*, Victor Butoi*, Tianyu Ma, Mert Sabuncu, John Guttag, Adrian V. Dalca International Conference on Computer Vision - ICCV 2023. [paper] [code] [website]Trade-offs of Local SGD at Scale: An Empirical Study
Jose Javier Gonzalez Ortiz, Jonathan Frankle, Mike Rabbat, Ari Morcos, Nicolas Ballas NeurIPS 2020 OptML Workshop. [paper] [code] [poster]What is the State of Neural Network Pruning?
Jose Javier Gonzalez Ortiz*, Davis Blalock*, Jonathan Frankle, John Guttag MLSys 2020, Oral. [paper] [code] [slides] [poster]Standardizing Evaluation of Neural Network Pruning
Jose Javier Gonzalez Ortiz, Davis Blalock, John Guttag SOSP 2019 AI Systems Workshop, Oral. [paper] [code] [slides] [poster]Learning from Few Subjects with Large Amounts of Voice Monitoring Data
Jose Javier Gonzalez Ortiz, Daryush Mehta, Jarrad Van Stan, Robert Hillman, John Guttag, Marzyeh Ghassemi MLHC 2019, Oral. [paper] [slides] [poster]Image Segmentation of Liver Stage Malaria Infection
Ava Soleimany, Harini Suresh, Jose Javier Gonzalez Ortiz, Divya Shanmugam, Nil Gural, John Guttag, Sangeeta Bhatia ICML 2019 Workshop on Computational Biology. [paper]Heart Sound Classification based on Temporal Alignment Techniques
Jose Javier Gonzalez, Cheng Perng Phoo, Jenna Wiens CinC 2016. [paper] [poster]A Simple Power Attack in the TwoFish Key Schedule
Jose Javier Gonzalez Ortiz, Kevin J. Compton Bachelor Thesis 2016. [paper] [code] [slides]– The Missing Semester of Your CS Education
– Personal configuration files
– AI driven signature sculpture at Kendall Square
– Crash course on Deep Learning techniques
– My solutions to the festive programming challenges
– I designed, built and coded a 3D LED cube
– Fast and parallel computation of Dynamic Time Warping in Python
Qualcomm Innovation Fellowship 2018
la Caixa Foundation Fellowship 2018
Undergraduate Excellence Award – U.P.Comillas ICAI 2016
Excellence Scholarship for County of Madrid 2012-2016