Seuraa
Guha Balakrishnan
Guha Balakrishnan
Assistant Professor, Rice University
Vahvistettu sähköpostiosoite verkkotunnuksessa rice.edu - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
VoxelMorph: a learning framework for deformable medical image registration
G Balakrishnan, A Zhao, MR Sabuncu, J Guttag, AV Dalca
IEEE transactions on medical imaging 38 (8), 1788-1800, 2019
15082019
Detecting pulse from head motions in video
G Balakrishnan, F Durand, J Guttag
Proceedings of the IEEE conference on computer vision and pattern …, 2013
7882013
An unsupervised learning model for deformable medical image registration
G Balakrishnan, A Zhao, MR Sabuncu, J Guttag, AV Dalca
Proceedings of the IEEE conference on computer vision and pattern …, 2018
7232018
Data augmentation using learned transformations for one-shot medical image segmentation
A Zhao, G Balakrishnan, F Durand, JV Guttag, AV Dalca
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
4962019
Unsupervised learning for fast probabilistic diffeomorphic registration
AV Dalca, G Balakrishnan, J Guttag, MR Sabuncu
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
4152018
Synthesizing images of humans in unseen poses
G Balakrishnan, A Zhao, AV Dalca, F Durand, J Guttag
Proceedings of the IEEE conference on computer vision and pattern …, 2018
3372018
Unsupervised learning of probabilistic diffeomorphic registration for images and surfaces
AV Dalca, G Balakrishnan, J Guttag, MR Sabuncu
Medical image analysis 57, 226-236, 2019
3102019
Better aggregation in test-time augmentation
D Shanmugam, D Blalock, G Balakrishnan, J Guttag
Proceedings of the IEEE/CVF international conference on computer vision …, 2021
982021
Towards causal benchmarking of bias in face analysis algorithms
G Balakrishnan, Y Xiong, W Xia, P Perona
Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August …, 2021
812021
When and why test-time augmentation works
D Shanmugam, D Blalock, G Balakrishnan, J Guttag
arXiv preprint arXiv:2011.11156 1 (3), 4, 2020
622020
Pulse detection from head motions in video
G Balakrishnan, JV Guttag, F Durand
US Patent 10,638,942, 2020
532020
Wire: Wavelet implicit neural representations
V Saragadam, D LeJeune, J Tan, G Balakrishnan, A Veeraraghavan, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
452023
Leveling down in computer vision: Pareto inefficiencies in fair deep classifiers
D Zietlow, M Lohaus, G Balakrishnan, M Kleindessner, F Locatello, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
352022
Miner: Multiscale implicit neural representation
V Saragadam, J Tan, G Balakrishnan, RG Baraniuk, A Veeraraghavan
European Conference on Computer Vision, 318-333, 2022
292022
A video-based method for automatically rating ataxia
R Jaroensri, A Zhao, G Balakrishnan, D Lo, JD Schmahmann, F Durand, ...
Machine Learning for Healthcare Conference, 204-216, 2017
192017
Scalable customization of atrial fibrillation detection in cardiac monitoring devices: Increasing detection accuracy through personalized monitoring in large patient populations
KJ Jang, G Balakrishnan, Z Syed, N Verma
2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011
182011
Scalable personalization of long-term physiological monitoring: Active learning methodologies for epileptic seizure onset detection
G Balakrishnan, Z Syed
Artificial Intelligence and Statistics, 73-81, 2012
172012
Visual deprojection: Probabilistic recovery of collapsed dimensions
G Balakrishnan, AV Dalca, A Zhao, JV Guttag, F Durand, WT Freeman
Proceedings of the IEEE/CVF International Conference on Computer Vision, 171-180, 2019
142019
Video diff: Highlighting differences between similar actions in videos
G Balakrishnan, F Durand, J Guttag
ACM Transactions on Graphics (TOG) 34 (6), 1-10, 2015
112015
Creating symbolic representations of electroencephalographic signals: An investigation of alternate methodologies on intracranial data
G Balakrishnan, A Shoeb, Z Syed
2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010
92010
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Artikkelit 1–20