Anthony Ortiz
Anthony Ortiz
Research Scientist, Microsoft AI for Good
Verified email at - Homepage
Cited by
Cited by
Deep learning framework for vehicle and pedestrian detection in rural roads on an embedded GPU
L Barba-Guaman, J Eugenio Naranjo, A Ortiz
Electronics 9 (4), 589, 2020
Torchgeo: deep learning with geospatial data
AJ Stewart, C Robinson, IA Corley, A Ortiz, JML Ferres, A Banerjee
Proceedings of the 30th international conference on advances in geographic …, 2022
Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary
JF Rajotte, S Mukherjee, C Robinson, A Ortiz, C West, JML Ferres, RT Ng
Proceedings of the conference on information Technology for Social Good, 79-84, 2021
Local Context Normalization: Revisiting Local Normalization
A Ortiz, C Robinson, D Morris, O Fuentes, C Kiekintveld, M Hassan, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
Effective deep learning approaches for predicting COVID-19 outcomes from chest computed tomography volumes
A Ortiz, A Trivedi, J Desbiens, M Blazes, C Robinson, S Gupta, R Dodhia, ...
Scientific reports 12 (1), 1716, 2022
Human-machine collaboration for fast land cover mapping
C Robinson, A Ortiz, K Malkin, B Elias, A Peng, D Morris, B Dilkina, N Jojic
Proceedings of the AAAI Conference on Artificial Intelligence 34 (03), 2509-2517, 2020
Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement
C Robinson, A Trivedi, M Blazes, A Ortiz, J Desbiens, S Gupta, R Dodhia, ...
medRxiv, 2021
Testing the ability of convolutional neural networks to learn radiomic features
IS Klyuzhin, Y Xu, A Ortiz, JL Ferres, G Hamarneh, A Rahmim
Computer Methods and Programs in Biomedicine 219, 106750, 2022
Becoming good at ai for good
M Kshirsagar, C Robinson, S Yang, S Gholami, I Klyuzhin, S Mukherjee, ...
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 664-673, 2021
On the defense against adversarial examples beyond the visible spectrum
A Ortiz, O Fuentes, D Rosario, C Kiekintveld
MILCOM 2018-2018 IEEE Military Communications Conference (MILCOM), 1-5, 2018
Fast building segmentation from satellite imagery and few local labels
C Robinson, A Ortiz, H Park, N Lozano, JK Kaw, T Sederholm, R Dodhia, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
Mining self-similarity: Label super-resolution with epitomic representations
N Malkin, A Ortiz, N Jojic
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
Object detection in rural roads through SSD and YOLO framework
L Barba-Guaman, JE Naranjo, A Ortiz, JGP Gonzalez
World Conference on Information Systems and Technologies, 176-185, 2021
Machine Learning for Glacier Monitoring in the Hindu Kush Himalaya
S Baraka, B Akera, B Aryal, T Sherpa, F Shresta, A Ortiz, K Sankaran, ...
NeurIPS 2020 Climate Change AI Workshop, 2020
An empirical study of batch normalization and group normalization in conditional computation
V Michalski, V Voleti, SE Kahou, A Ortiz, P Vincent, C Pal, D Precup
arXiv preprint arXiv:1908.00061, 2019
Integrated learning and feature selection for deep neural networks in multispectral images
A Ortiz, A Granados, O Fuentes, C Kiekintveld, D Rosario, Z Bell
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
Interpreting Black-Box Semantic Segmentation Models in Remote Sensing Applications
A Janik, K Sankaran, A Ortiz
Machine Learning Methods in Visualisation for Big Data, 2019
Automatic segmentation of prostate cancer metastases in PSMA PET/CT images using deep neural networks with weighted batch-wise dice loss
Y Xu, I Klyuzhin, S Harsini, A Ortiz, S Zhang, F Bénard, R Dodhia, ...
Computers in Biology and Medicine 158, 106882, 2023
An artificial intelligence dataset for solar energy locations in India
A Ortiz, D Negandhi, SR Mysorekar, SK Nagaraju, J Kiesecker, ...
Scientific Data 9 (1), 497, 2022
Temporal cluster matching for change detection of structures from satellite imagery
C Robinson, A Ortiz, JML Ferres, B Anderson, DE Ho
Proceedings of the 4th ACM SIGCAS Conference on Computing and Sustainable …, 2021
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