Devansh Bisla

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 11

Top Topics

Sample Complexity

Automatic Document Classification

Top Venues

Publications

Shihong Fang, Haoran Zhu, Devansh Bisla, Anna Choromanska, Satish Ravindran, Dongyin Ren, Ryan Wu
ERASE-Net: Efficient Segmentation Networks for Automotive Radar Signals. ICRA (2023)
Tolga Dimlioglu, Jing Wang, Devansh Bisla, Anna Choromanska, Simon Odie, Leon Bukhman, Afolabi Olomola, James D. Wong
Automatic document classification via transformers for regulations compliance management in large utility companies. Neural Comput. Appl. 35 (23) (2023)
Devansh Bisla, Jing Wang, Anna Choromanska
Low-Pass Filtering SGD for Recovering Flat Optima in the Deep Learning Optimization Landscape. CoRR (2022)
Devansh Bisla, Jing Wang, Anna Choromanska
Low-Pass Filtering SGD for Recovering Flat Optima in the Deep Learning Optimization Landscape. AISTATS (2022)
Shihong Fang, Haoran Zhu, Devansh Bisla, Anna Choromanska, Satish Ravindran, Dongyin Ren, Ryan Wu
ERASE-Net: Efficient Segmentation Networks for Automotive Radar Signals. CoRR (2022)
Devansh Bisla, Apoorva Nandini Saridena, Anna Choromanska
A Theoretical-Empirical Approach to Estimating Sample Complexity of DNNs. CVPR Workshops (2021)
Devansh Bisla, Apoorva Nandini Saridena, Anna Choromanska
A Theoretical-Empirical Approach to Estimating Sample Complexity of DNNs. CoRR (2021)
Bernard McShea, Kevin Wright, Denley Lam, Steve Schmidt, Anna Choromanska, Devansh Bisla, Shihong Fang, Alireza Sarmadi, Prashanth Krishnamurthy, Farshad Khorrami
ESAFE: Enterprise Security and Forensics at Scale. CoRR (2021)
Devansh Bisla, Anna Choromanska, Jennifer A. Stein, David Polsky, Russell S. Berman
Skin Lesion Segmentation and Classification with Deep Learning System. CoRR (2019)
Devansh Bisla, Anna Choromanska, Russell S. Berman, Jennifer A. Stein, David Polsky
Towards Automated Melanoma Detection With Deep Learning: Data Purification and Augmentation. CVPR Workshops (2019)
Devansh Bisla, Anna Choromanska
VisualBackProp for learning using privileged information with CNNs. CoRR (2018)