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2020 – today
- 2024
[j3]Josue Ortega Caro, Yilong Ju
, Ryan Pyle, Sourav Dey, Wieland Brendel, Fabio Anselmi, Ankit B. Patel:
Translational symmetry in convolutions with localized kernels causes an implicit bias toward high frequency adversarial examples. Frontiers Comput. Neurosci. 18 (2024)- 2022
- [c5]Bagesh Kumar, Amritansh Mishra, Aayush Talesara, Shubham Kumar, Sourav Dey, O. P. Vyas, Ranjana Vyas:
Object Detection for Autonomous Vehicle in Hazy Environment using Optimized Deep Learning Techniques. IC3 2022: 242-249 - 2021
- [j2]Bahareh Tolooshams, Sourav Dey, Demba E. Ba:
Deep Residual Autoencoders for Expectation Maximization-Inspired Dictionary Learning. IEEE Trans. Neural Networks Learn. Syst. 32(6): 2415-2429 (2021) - [c4]Kingsley Nweye, Zoltán Nagy, Sharada P. Mohanty, Dipam Chakraborty, Siva Sankaranarayanan, Tianzhen Hong, Sourav Dey, Gregor Henze, Ján Drgona, Fangquan Lin, Wei Jiang, Hanwei Zhang, Zhongkai Yi, Jihai Zhang, Cheng Yang, Matthew Motoki, Sorapong Khongnawang, Michael Ibrahim, Abilmansur Zhumabekov, Daniel May, Zhihu Yang, Xiaozhuang Song, Han Zhang, Xiaoning Dong, Shun Zheng, Jiang Bian:
The CityLearn Challenge 2022: Overview, Results, and Lessons Learned. NeurIPS (Competition and Demos) 2021: 85-103 - [c3]Zoltán Nagy, José R. Vázquez-Canteli, Sourav Dey, Gregor Henze:
The citylearn challenge 2021. BuildSys@SenSys 2021: 218-219 - 2020
- [c2]José R. Vázquez-Canteli, Sourav Dey, Gregor Henze, Zoltán Nagy:
The CityLearn Challenge 2020. BuildSys@SenSys 2020: 320-321 - [i3]José R. Vázquez-Canteli, Sourav Dey, Gregor Henze, Zoltán Nagy:
CityLearn: Standardizing Research in Multi-Agent Reinforcement Learning for Demand Response and Urban Energy Management. CoRR abs/2012.10504 (2020)
2010 – 2019
- 2019
- [j1]Sourav Dey, Arindam Das:
Robotic process automation: assessment of the technology for transformation of business processes. Int. J. Bus. Process. Integr. Manag. 9(3): 220-230 (2019) - [i2]Bahareh Tolooshams, Sourav Dey, Demba E. Ba:
Deep Residual Auto-Encoders for Expectation Maximization-based Dictionary Learning. CoRR abs/1904.08827 (2019) - 2018
- [c1]Bahareh Tolooshams, Sourav Dey, Demba E. Ba:
Scalable Convolutional Dictionary Learning with constrained Recurrent Sparse Auto-encoders. MLSP 2018: 1-6 - [i1]Bahareh Tolooshams, Sourav Dey, Demba E. Ba:
Scalable Convolutional Dictionary Learning with Constrained Recurrent Sparse Auto-encoders. CoRR abs/1807.04734 (2018)
Coauthor Index
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