Research
Latent Rayleigh EigenDirections for controlled GAN Synthesis
G. Balakrishnan, R. Gadde, A. Martinez, P. Perona
ECCV 2022
Coming soon.
Leveling Down in Computer Vision: Pareto Inefficiencies in Fair Deep Learning
D. Zietlow, M. Lohaus, G. Balakrishnan, M. Kleindessner, F. Locatello, B. Scholkopf, C. Russell
CVPR 2022.
Better aggregation in test-time augmentation
D. Shanmugam, D. Blalock, G. Balakrishnan, J. Guttag
ICCV 2021 (oral)
Towards causal benchmarking of face analysis algorithms
G. Balakrishnan, Y. Xiong, W. Xia, P. Perona
ECCV 2020
Video diff: highlighting differences between similar actions in videos
G. Balakrishnan, F. Durand, J. Guttag
Siggraph Asia 2015 (oral)
An Unsupervised Learning Model for Deformable Medical Image Registration
G. Balakrishnan, A. Zhao, M. R. Sabuncu, J. Guttag, A. V. Dalca
CVPR 2018
Press:
mit news, nvidia, innovatorsmag, extremetech, semiengineering, physicsworld, electronics360, radiologybusiness, futurelab3d,
techexplorist, healthimaging, acceleratingbiz, bionengineeringtoday
Unsupervised Learning of Probabilistic Diffeomorphic Registration
for Images and Surfaces
A. V. Dalca, G. Balakrishnan, J. Guttag, and M. R. Sabuncu
Medical Image Analysis (MedIA) 2019
Detecting Pulse from Head Motions in Video
G. Balakrishnan, F. Durand, J. Guttag
CVPR 2013
Press:
A Video-Based Method for Objectively Rating Ataxia
R. Jaroensri, A. Zhao, G. Balakrishnan, D. Lo,
J. Schmahmann, J. Guttag, F. Durand
MLHC 2017
Scalable personalization of long-term physiological monitoring:
Active learning methodologies for epileptic seizure onset detection
G. Balakrishnan, Z. Syed
AISTATS 2012