Jose Javier Gonzalez Ortiz

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 16

Top Topics

Multiscale Representation

Image Segmentation

Linear Scale Space

Top Venues

Publications

Jose Javier Gonzalez Ortiz, John V. Guttag, Adrian V. Dalca
Magnitude Invariant Parametrizations Improve Hypernetwork Learning. ICLR (2024)
Marianne Rakic, Hallee E. Wong, Jose Javier Gonzalez Ortiz, Beth Cimini, John V. Guttag, Adrian V. Dalca
Tyche: Stochastic In-Context Learning for Medical Image Segmentation. CoRR (2024)
Dan Biderman, Jose Javier Gonzalez Ortiz, Jacob Portes, Mansheej Paul, Philip Greengard, Connor Jennings, Daniel King, Sam Havens, Vitaliy Chiley, Jonathan Frankle, Cody Blakeney, John P. Cunningham
LoRA Learns Less and Forgets Less. CoRR (2024)
Jose Javier Gonzalez Ortiz, John V. Guttag, Adrian V. Dalca
Amortized Learning of Dynamic Feature Scaling for Image Segmentation. CoRR (2023)
Jose Javier Gonzalez Ortiz, John V. Guttag, Adrian V. Dalca
Scale-Space Hypernetworks for Efficient Biomedical Image Analysis. NeurIPS (2023)
Jose Javier Gonzalez Ortiz, John J. Guttag, Adrian V. Dalca
Non-Proportional Parametrizations for Stable Hypernetwork Learning. CoRR (2023)
Victor Ion Butoi, Jose Javier Gonzalez Ortiz, Tianyu Ma, Mert R. Sabuncu, John V. Guttag, Adrian V. Dalca
UniverSeg: Universal Medical Image Segmentation. ICCV (2023)
Victor Ion Butoi, Jose Javier Gonzalez Ortiz, Tianyu Ma, Mert R. Sabuncu, John V. Guttag, Adrian V. Dalca
UniverSeg: Universal Medical Image Segmentation. CoRR (2023)
Divya Shanmugam, Katie Lewis, Jose Javier Gonzalez Ortiz, Agnieszka Kurant, John V. Guttag
At the Intersection of Deep Learning and Conceptual Art: The End of Signature. CoRR (2022)
Jose Javier Gonzalez Ortiz, Jonathan Frankle, Mike Rabbat, Ari S. Morcos, Nicolas Ballas
Trade-offs of Local SGD at Scale: An Empirical Study. CoRR (2021)
Davis W. Blalock, Jose Javier Gonzalez Ortiz, Jonathan Frankle, John V. Guttag
What is the State of Neural Network Pruning? CoRR (2020)
Davis W. Blalock, Jose Javier Gonzalez Ortiz, Jonathan Frankle, John V. Guttag
What is the State of Neural Network Pruning? MLSys (2020)
Jose Javier Gonzalez Ortiz, Daryush D. Mehta, Jarrad H. Van Stan, Robert E. Hillman, John V. Guttag, Marzyeh Ghassemi
Learning from Few Subjects with Large Amounts of Voice Monitoring Data. MLHC (2019)
Ava P. Soleimany, Harini Suresh, Jose Javier Gonzalez Ortiz, Divya Shanmugam, Nil Gural, John V. Guttag, Sangeeta N. Bhatia
Image segmentation of liver stage malaria infection with spatial uncertainty sampling. CoRR (2019)
Jose Javier Gonzalez Ortiz, Kevin J. Compton
A Simple Power Analysis Attack on the Twofish Key Schedule. CoRR (2016)
Jose Javier Gonzalez Ortiz, Cheng Perng Phoo, Jenna Wiens
Heart Sound Classification Based on Temporal Alignment Techniques. CinC (2016)