IMDEA Networks
User Publications
Exploring the Boundaries of On-Device Inference: When Tiny Falls Short, Go Hierarchical
Adarsh Prasad Behera, Paulius Daubaris, Iñaki Bravo, José Gallego, Roberto Morabito, Joerg Widmer, Jaya Prakash Champati
IEEE Internet of Things Journal. 10.1109/JIOT.2025.3583477. IEEE. July 2025
CNN based Metrics for Performance Evaluation of Generative Adversarial Networks
Adarsh Prasad Behera, Satya Prakash, Siddhant Khanna, Shivangi Nigam, Shekhar Verma
IEEE Transactions on Artificial Intelligence. 10.1109/TAI.2024.3401650. IEEE. ISSN: 2691-4581. May 2024
Deformity Removal from Handwritten Text Documents using Variable CycleGAN
Shivangi Nigam, Adarsh Prasad Behera, Shekhar Sherma, P. Nagabhushan
International Journal on Document Analysis and Recognition (IJDAR). 10.1007/s10032-024-00466-x. Springer Berlin Heidelberg. ISSN: 1433-2825. May 2024
Improved Decision Module Selection for Hierarchical Inference in Resource-Constrained Edge Devices (Poster)
Adarsh Prasad Behera, Roberto Morabito, Joerg Widmer, Jaya Prakash Champati
ACM International Conference on Mobile Computing and Networking. Madrid. October 2023
The Case for Hierarchical Deep Learning Inference at the Network Edge
Ghina Al Atat, Andrea Fresa, Adarsh Prasad Behera, Vishnu Narayanan Moothedath, James Gross, Jaya Prakash Champati
NetAISys '23: Proceedings of the 1st International Workshop on Networked AI Systems. Helsinki, Finland. June 2023