Research
Publications
Also find my articles on Google Scholar.
2025
2024
2024
Spectral Shaping for Neural PDE Surrogates
Preprint
2023
2022
2022
Learning Perturbations for Soft-Output Linear MIMO Demappers
IEEE GLOBECOM 2022
2021
2021
Uncertainty Modelling in Deep Learning for Safer Neuroimage Enhancement: Demonstration in Diffusion MRI
NeuroImage, Volume 225
2020
2019
2019
Supervised Uncertainty Quantification for Segmentation with Multiple Annotations
MICCAI 2019
2019
Chest CT Super-resolution and Domain-adaptation using Memory-efficient 3D Reversible GANs
arXiv Preprint
2019
Learning to Convolve: A Generalized Weight-Tying Approach
ICML 2019
2018
2018
Witnessing Atrocities: Quantifying Villages Destruction in Darfur with Crowdsourcing and Transfer Learning
NeurIPS AI for Social Good Workshop 2018
2017
2017
Interpretable Transformations with Encoder-Decoder Networks
ICCV 2017
2017
Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution
MICCAI 2017
2017
Harmonic Networks: Deep Translation and Rotation Equivariance
CVPR 2017
2016
2016
Automated Retinopathy of Prematurity Case Detection with Convolutional Neural Networks
LABELS Workshop, MICCAI 2016
Intellectual Property
Patents
2025
Lattice Reduction-aided Perturbed Additive Demapper for Multiple-input Multiple-output Signal Detection
US Patent 12,199,705
2024
Physical Environment Interaction with an Equivariant Policy
US Patent 12,100,198