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Guha Balakrishnan
Guha Balakrishnan
Assistant Professor, Rice University
Verified email at rice.edu - Homepage
Title
Cited by
Cited by
Year
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
17062019
Detecting pulse from head motions in video
G Balakrishnan, F Durand, J Guttag
Proceedings of the IEEE conference on computer vision and pattern …, 2013
8142013
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
7712018
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
7102019
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
5342019
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
3502018
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
1372021
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
852021
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
702023
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
572020
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
472022
Miner: Multiscale implicit neural representation
V Saragadam, J Tan, G Balakrishnan, RG Baraniuk, A Veeraraghavan
European Conference on Computer Vision, 318-333, 2022
462022
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 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
182012
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
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
152019
Splinecam: Exact visualization and characterization of deep network geometry and decision boundaries
AI Humayun, R Balestriero, G Balakrishnan, RG Baraniuk
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
142023
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
Painting many pasts: Synthesizing time lapse videos of paintings
A Zhao, G Balakrishnan, KM Lewis, F Durand, JV Guttag, AV Dalca
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
102020
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