Publications (300+ citations)

Data Scaling Laws for End-to-End Autonomous Driving

A. Naumann, X. Gu, T. Dimlioglu, Devansh Bisla, M. Pavone, U. Muller, B. Ivanovic et al.
CVPR - WAD, 2025

ERASE-Net: Efficient Segmentation Networks for Automotive Radar Signals

S. Fang, H. Zhu, Devansh Bisla, A. Choromanska, S. Ravindran, D. Ren, R. Wu
ICRA, 2023

Low-Pass Filtering SGD for Recovering Flat Optima in the Deep Learning Optimization Landscape

Devansh Bisla, Jing Wang, Anna Choromanska
AISTATS, 2022
Paper Github

A Theoretical-Empirical Approach to Estimating Sample Complexity of DNNs

Devansh Bisla, Apoorva Nandini, Anna Choromanska
CVPR - TCV, 2021
Paper

Towards Automated Melanoma Detection with Deep Learning Data Purification and Augmentation

Devansh Bisla, Anna Choromanska, Jennifer A. Stein, David Polsky, Russell Berman
CVPR - ISIC, 2019
Paper Github

VisualBackProp for learning using privileged information with CNNs

Devansh Bisla, Anna Choromanska
Arxiv, 2018
Paper Github

Conference Reviewer

CVPR-2021, ICML - 2018, 2019, NIPS - 2018, 2019, AAAI - 2019, 2020, AISTATS - 2020, 2022, 2024