Scalable Convolutional Dictionary Learning with constrained Recurrent Sparse Auto-encoders. - Bahareh Tolooshams; Sourav Dey; Demba E. Ba (MLSP, 2018)

Deep Residual Auto-Encoders for Expectation Maximization-based Dictionary Learning. - Bahareh Tolooshams; Sourav Dey; Demba E. Ba (CoRR, 2019)

Robotic process automation: assessment of the technology for transformation of business processes. - Sourav Dey; Arindam Das (Int. J. Bus. Process. Integr. Manag., 2019)

The CityLearn Challenge 2020. - José R. Vázquez-Canteli; Sourav Dey; Gregor Henze; Zoltán Nagy 002 (BuildSys, 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 002 (CoRR, 2020)

The CityLearn Challenge 2022: Overview, Results, and Lessons Learned. - Kingsley Nweye; Zoltán Nagy 002; Sharada P. Mohanty; Dipam Chakraborty; Siva Sankaranarayanan; Tianzhen Hong; Sourav Dey; Gregor Henze; Ján Drgona; Fangquan Lin; Wei Jiang 027; Hanwei Zhang 002; et al. (NeurIPS (Competition and Demos), 2021)

The citylearn challenge 2021. - Zoltán Nagy 002; José R. Vázquez-Canteli; Sourav Dey; Gregor Henze (BuildSys, 2021)

Deep Residual Autoencoders for Expectation Maximization-Inspired Dictionary Learning. - Bahareh Tolooshams; Sourav Dey; Demba E. Ba (IEEE Trans. Neural Networks Learn. Syst., 2021)

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 001; Ranjana Vyas (IC3, 2022)

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)