| What is the State of Neural Network Pruning? D Blalock, JJG Ortiz, J Frankle, J Guttag arXiv preprint arXiv:2003.03033, 2020 | 1406 | 2020 |
| Universeg: Universal medical image segmentation VI Butoi, JJG Ortiz, T Ma, MR Sabuncu, J Guttag, AV Dalca Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 129 | 2023 |
| Lora learns less and forgets less D Biderman, JG Ortiz, J Portes, M Paul, P Greengard, C Jennings, D King, ... arXiv preprint arXiv:2405.09673, 2024 | 85 | 2024 |
| Heart sound classification based on temporal alignment techniques JJG Ortiz, CP Phoo, J Wiens 2016 Computing in Cardiology Conference (CinC), 589-592, 2016 | 71 | 2016 |
| Trade-offs of Local SGD at scale: An empirical study JJG Ortiz, J Frankle, M Rabbat, A Morcos, N Ballas arXiv preprint arXiv:2110.08133, 2021 | 17 | 2021 |
| Tyche: Stochastic In-Context Learning for Medical Image Segmentation M Rakic, HE Wong, JJG Ortiz, BA Cimini, JV Guttag, AV Dalca Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 8 | 2024 |
| Magnitude Invariant Parametrizations Improve Hypernetwork Learning JJG Ortiz, J Guttag, A Dalca arXiv preprint arXiv:2304.07645, 2023 | 8 | 2023 |
| A simple power analysis attack on the twofish Key schedule JJG Ortiz, KJ Compton arXiv preprint arXiv:1611.07109, 2016 | 6 | 2016 |
| Non-Proportional Parametrizations for Stable Hypernetwork Learning JJG Ortiz, J Guttag, A Dalca arXiv preprint arXiv:2304.07645, 2023 | 3 | 2023 |
| Image segmentation of liver stage malaria infection with spatial uncertainty sampling AP Soleimany, H Suresh, JJG Ortiz, D Shanmugam, N Gural, J Guttag, ... arXiv preprint arXiv:1912.00262, 2019 | 3 | 2019 |
| Standardizing Evaluation of Neural Network Pruning JJG Ortiz, DW Blalock, JV Guttag Workshop on AI Systems at SOSP, 2019 | 3 | 2019 |
| Amortized Learning of Dynamic Feature Scaling for Image Segmentation JJG Ortiz, J Guttag, A Dalca arXiv preprint arXiv:2304.05448, 2023 | 2 | 2023 |
| Learning from Few Subjects with Large Amounts of Voice Monitoring Data JJG Ortiz, DD Mehta, JH Van Stan, R Hillman, JV Guttag, M Ghassemi Machine Learning for Healthcare Conference, 704-720, 2019 | 1 | 2019 |
| At the Intersection of Conceptual Art and Deep Learning: The End of Signature KM Lewis, DM Shanmugam, JJG Ortiz, A Kurant, J Guttag Workshop on Broadening Research Collaborations 2022, 0 | 1* | |
| Learning Reconfigurable Vision Models JJ Gonzalez Ortiz Massachusetts Institute of Technology, 2024 | | 2024 |
| Scale-Space Hypernetworks for Efficient Biomedical Image Analysis JJG Ortiz, J Guttag, AV Dalca Thirty-seventh Conference on Neural Information Processing Systems, 2023 | | 2023 |
| A Simple Power Analysis Attack on the Twofish Key Schedule JJ Gonzalez Ortiz, KJ Compton arXiv e-prints, arXiv: 1611.07109, 2016 | | 2016 |
| Binary Diagnostic Classification of Prevalent Cardiovascular Diseases using Support Vector Machines JJG Ortiz, M Wu, YY Lam | | 2016 |