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ORCIDDevansh Bisla
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2020 – today
- 2023
[j1]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): 17167-17185 (2023)- [c4]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: 9331-9337 - 2022
- [c3]Devansh Bisla, Jing Wang, Anna Choromanska:
Low-Pass Filtering SGD for Recovering Flat Optima in the Deep Learning Optimization Landscape. AISTATS 2022: 8299-8339 - [i6]Devansh Bisla, Jing Wang, Anna Choromanska:
Low-Pass Filtering SGD for Recovering Flat Optima in the Deep Learning Optimization Landscape. CoRR abs/2201.08025 (2022) - [i5]Shihong Fang, Haoran Zhu, Devansh Bisla, Anna Choromanska, Satish Ravindran, Dongyin Ren, Ryan Wu:
ERASE-Net: Efficient Segmentation Networks for Automotive Radar Signals. CoRR abs/2209.12940 (2022) - 2021
- [c2]Devansh Bisla, Apoorva Nandini Saridena, Anna Choromanska:
A Theoretical-Empirical Approach to Estimating Sample Complexity of DNNs. CVPR Workshops 2021: 3270-3280 - [i4]Devansh Bisla, Apoorva Nandini Saridena, Anna Choromanska:
A Theoretical-Empirical Approach to Estimating Sample Complexity of DNNs. CoRR abs/2105.01867 (2021) - [i3]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 abs/2112.04114 (2021)
2010 – 2019
- 2019
- [c1]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: 2720-2728 - [i2]Devansh Bisla, Anna Choromanska, Jennifer A. Stein, David Polsky, Russell S. Berman:
Skin Lesion Segmentation and Classification with Deep Learning System. CoRR abs/1902.06061 (2019) - 2018
- [i1]Devansh Bisla, Anna Choromanska:
VisualBackProp for learning using privileged information with CNNs. CoRR abs/1805.09474 (2018)
Coauthor Index
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