Devansh Bisla

13 papers A* 1A 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Data Scaling Laws for End-to-End Autonomous Driving.
CVPR Workshops
Alexander Naumann, Xunjiang Gu, Tolga Dimlioglu, Mariusz Bojarski, Alperen Degirmenci, Alexander Popov, Devansh Bisla, Marco Pavone, Urs Muller, Boris Ivanovic
2025 J jnl
Data Scaling Laws for End-to-End Autonomous Driving.
CoRR
Alexander Naumann, Xunjiang Gu, Tolga Dimlioglu, Mariusz Bojarski, Alperen Degirmenci, Alexander Popov, Devansh Bisla, Marco Pavone, Urs Muller, Boris Ivanovic
2023 J jnl
Automatic document classification via transformers for regulations compliance management in large utility companies.
Neural Comput. Appl.
Tolga Dimlioglu, Jing Wang, Devansh Bisla, Anna Choromanska, Simon Odie, Leon Bukhman, Afolabi Olomola, James D. Wong
2023 A* conf
ERASE-Net: Efficient Segmentation Networks for Automotive Radar Signals.
ICRA
Shihong Fang, Haoran Zhu, Devansh Bisla, Anna Choromanska, Satish Ravindran, Dongyin Ren, Ryan Wu
2022 J jnl
ERASE-Net: Efficient Segmentation Networks for Automotive Radar Signals.
CoRR
Shihong Fang, Haoran Zhu, Devansh Bisla, Anna Choromanska, Satish Ravindran, Dongyin Ren, Ryan Wu
2022 A conf
Low-Pass Filtering SGD for Recovering Flat Optima in the Deep Learning Optimization Landscape.
AISTATS
Devansh Bisla, Jing Wang, Anna Choromanska
2022 J jnl
Low-Pass Filtering SGD for Recovering Flat Optima in the Deep Learning Optimization Landscape.
CoRR
Devansh Bisla, Jing Wang, Anna Choromanska
2021 — conf
A Theoretical-Empirical Approach to Estimating Sample Complexity of DNNs.
CVPR Workshops
Devansh Bisla, Apoorva Nandini Saridena, Anna Choromanska
2021 J jnl
A Theoretical-Empirical Approach to Estimating Sample Complexity of DNNs.
CoRR
Devansh Bisla, Apoorva Nandini Saridena, Anna Choromanska
2021 J jnl
ESAFE: Enterprise Security and Forensics at Scale.
CoRR
Bernard McShea, Kevin Wright, Denley Lam, Steve Schmidt, Anna Choromanska, Devansh Bisla, Shihong Fang, Alireza Sarmadi, Prashanth Krishnamurthy, Farshad Khorrami
2019 J jnl
Skin Lesion Segmentation and Classification with Deep Learning System.
CoRR
Devansh Bisla, Anna Choromanska, Jennifer A. Stein, David Polsky, Russell S. Berman
2019 — conf
Towards Automated Melanoma Detection With Deep Learning: Data Purification and Augmentation.
CVPR Workshops
Devansh Bisla, Anna Choromanska, Russell S. Berman, Jennifer A. Stein, David Polsky
2018 J jnl
VisualBackProp for learning using privileged information with CNNs.
CoRR
Devansh Bisla, Anna Choromanska