(advised by Max Welling, Arash Behboodi, and Taco Cohen)
Institute of Informatics
University of Amsterdam
I am a PhD student at the Amsterdam Machine Learning Lab (AMLab) with Max Welling and a Research Associate at Qualcomm AI Research with Taco Cohen and Arash Behboodi. In my research, I study how the geometry of a problem can be encoded into machine learning models to achieve improved data efficiency and generalization, with a particular focus on the task of 3D reconstruction from 2D observations.
ICLRA Program to Build E(N)-Equivariant Steerable CNNsIn International Conference on Learning Representations 13–15 apr 2022
A data and compute efficient design for limited-resources deep learningICLR 2020 Workshop on Practical Machine Learning for Developing Countries (PML4DC) 13–15 apr 2020
NeurIPSGeneral E(2)-Equivariant Steerable CNNsIn Conference on Neural Information Processing Systems (NeurIPS) 13–15 apr 2019