Bisla, Devansh

4 publications

CVPRW 2025 Data Scaling Laws for End-to-End Autonomous Driving Alexander Naumann, Xunjiang Gu, Tolga Dimlioglu, Mariusz Bojarski, Alperen Degirmenci, Alexander Popov, Devansh Bisla, Marco Pavone, Urs Muller, Boris Ivanovic

AISTATS 2022 Low-Pass Filtering SGD for Recovering Flat Optima in the Deep Learning Optimization Landscape Devansh Bisla, Jing Wang, Anna Choromanska

CVPRW 2021 A Theoretical-Empirical Approach to Estimating Sample Complexity of DNNs Devansh Bisla, Apoorva Nandini Saridena, Anna Choromanska

CVPRW 2019 Towards Automated Melanoma Detection with Deep Learning: Data Purification and Augmentation Devansh Bisla, Anna Choromanska, Russell S. Berman, Jennifer A. Stein, David Polsky