Sourav Dey

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 10

Top Topics

Dictionary Learning

Object Category Recognition

Business Process

Top Venues

BuildSys@SenSys

IEEE Trans. Neural Networks Learn. Syst.

Publications

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)
Zoltán Nagy, José R. Vázquez-Canteli, Sourav Dey, Gregor Henze
The citylearn challenge 2021. BuildSys@SenSys (2021)
Bahareh Tolooshams, Sourav Dey, Demba E. Ba
Deep Residual Autoencoders for Expectation Maximization-Inspired Dictionary Learning. IEEE Trans. Neural Networks Learn. Syst. 32 (6) (2021)
Kingsley Nweye, Zoltán Nagy, Sharada 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)
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 (2020)
José R. Vázquez-Canteli, Sourav Dey, Gregor Henze, Zoltán Nagy
The CityLearn Challenge 2020. BuildSys@SenSys (2020)
Sourav Dey, Arindam Das
Robotic process automation: assessment of the technology for transformation of business processes. Int. J. Bus. Process. Integr. Manag. 9 (3) (2019)
Bahareh Tolooshams, Sourav Dey, Demba E. Ba
Deep Residual Auto-Encoders for Expectation Maximization-based Dictionary Learning. CoRR (2019)
Bahareh Tolooshams, Sourav Dey, Demba E. Ba
Scalable Convolutional Dictionary Learning with Constrained Recurrent Sparse Auto-encoders. CoRR (2018)
Bahareh Tolooshams, Sourav Dey, Demba E. Ba
Scalable Convolutional Dictionary Learning with constrained Recurrent Sparse Auto-encoders. MLSP (2018)