Sourav Dey

According to our database, Sourav Dey authored at least 10 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Translational symmetry in convolutions with localized kernels causes an implicit bias toward high frequency adversarial examples.

Josue Ortega Caro, Yilong Ju, Ryan Pyle, Sourav Dey, Wieland Brendel, Fabio Anselmi, Ankit B. Patel

Frontiers Comput. Neurosci., 2024

2022

Object Detection for Autonomous Vehicle in Hazy Environment using Optimized Deep Learning Techniques.

Bagesh Kumar, Amritansh Mishra, Aayush Talesara, Shubham Kumar, Sourav Dey, O. P. Vyas, Ranjana Vyas

Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing, 2022

2021

Deep Residual Autoencoders for Expectation Maximization-Inspired Dictionary Learning.

Bahareh Tolooshams, Sourav Dey, Demba E. Ba

IEEE Trans. Neural Networks Learn. Syst., 2021

The citylearn challenge 2021.

Zoltán Nagy, José R. Vázquez-Canteli, Sourav Dey, Gregor Henze

Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

The CityLearn Challenge 2022: Overview, Results, and Lessons Learned.

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

Proceedings of the NeurIPS 2022 Competition Track, 2021

2020

CityLearn: Standardizing Research in Multi-Agent Reinforcement Learning for Demand Response and Urban Energy Management.

José R. Vázquez-Canteli, Sourav Dey, Gregor Henze, Zoltán Nagy

CoRR, 2020

The CityLearn Challenge 2020.

José R. Vázquez-Canteli, Sourav Dey, Gregor Henze, Zoltán Nagy

Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

2019

Robotic process automation: assessment of the technology for transformation of business processes.

Sourav Dey, Arindam Das

Int. J. Bus. Process. Integr. Manag., 2019

Deep Residual Auto-Encoders for Expectation Maximization-based Dictionary Learning.

Bahareh Tolooshams, Sourav Dey, Demba E. Ba

CoRR, 2019

2018

Scalable Convolutional Dictionary Learning with constrained Recurrent Sparse Auto-encoders.

Bahareh Tolooshams, Sourav Dey, Demba E. Ba

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018