Research
Metric-guided Image Reconstruction Bounds via Conformal Prediction
Matt Cheung, Tucker Netherton, Laurence Court, Ashok Veeraraghavan, Guha Balakrishnan
In submission.
ElasticDiffusion: Training-free Arbitrary Size Image Generation
Moayed Haji-Ali, Guha Balakrishnan, Vicente Ordonez
CVPR 2024
GELDA: A generative language annotation framework to reveal visual biases in datasets
Krish Kabra, Kathleen M. Lewis, Guha Balakrishnan
CVPR ReGenAI Workshop 2024
F?D: On understanding the role of deep feature spaces on face generation evaluation
Krish Kabra, Guha Balakrishnan
CVPR ReGenAI Workshop 2024
Visualizing chest X-ray dataset biases using GANs
Hao Liang, Kevin Ni, Guha Balakrishnan
MIDL 2023
Towards causally linking architectural parametrizations to algorithmic bias in neural networks
Hao Liang, Josue Ortega Caro, Vikram Maheshri, Ankit B. Patel, Guha Balakrishnan
WACV, 2023
SplineCam: Exact Visualization of Deep Neural Network Geometry and Decision Boundaries
Ahmed Imtiaz Humayun, Randall Balestriero, Guha Balakrishnan, Richard Baraniuk
CVPR 2023
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