Dewant Katare

According to our database, Dewant Katare authored at least 14 papers between 2018 and 2025.

Collaborative distances:

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

2025

Approximating vision transformers for edge: variational inference and mixed-precision for multi-modal data.

Dewant Katare, Sam Leroux, Marijn Janssen, Aaron Yi Ding

Computing, February, 2025

Rethinking Computing Systems in the Era of Climate Crisis: A Call for a Sustainable Computing Continuum.

Ella Peltonen, Suzan Bayhan, David Bermbach, Sebastian Buschjäger, Victoria Degeler, Aaron Yi Ding, Özlem Durmaz Incel, Dewant Katare, Mikkel Baun Kjærgaard, Sam Leroux, Toktam Mahmoodi, Zoltán Ádám Mann, Nirvana Meratnia, Andy D. Pimentel, Jan S. Rellermeyer, Etienne Rivière, Dolly Sapra, Gürkan Solmaz, Bram van der Waaij

IEEE Internet Comput., 2025

Energy-Aware Vision Model Partitioning for Edge AI.

Dewant Katare, Mengying Zhou, Yang Chen, Marijn Janssen, Aaron Yi Ding

Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025

2024

Adaptive approximate computing in edge AI and IoT applications: A review.

Hans Jakob Damsgaard, Antoine Grenier, Dewant Katare, Zain Taufique, Salar Shakibhamedan, Tiago Troccoli, Georgios Chatzitsompanis, Anil Kanduri, Aleksandr Ometov, Aaron Yi Ding, Nima Taherinejad, Georgios Karakonstantis, Roger F. Woods, Jari Nurmi

J. Syst. Archit., 2024

ARASEC: Adaptive Resource Allocation and Model Training for Serverless Edge-Cloud Computing.

Dewant Katare, Eduard Marin, Nicolas Kourtellis, Marijn Janssen, Aaron Yi Ding

IEEE Internet Comput., 2024

Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset.

Dewant Katare, David Solans Noguero, Souneil Park, Nicolas Kourtellis, Marijn Janssen, Aaron Yi Ding

CoRR, 2024

Poster: Energy-Aware Partitioning for Edge AI.

Dewant Katare, Mengying Zhou, Yang Chen, Marijn Janssen, Aaron Yi Ding

Proceedings of the IEEE/ACM Symposium on Edge Computing, 2024

Test-time Specialization of Dynamic Neural Networks.

Sam Leroux, Dewant Katare, Aaron Yi Ding, Pieter Simoens

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

A Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services.

Dewant Katare, Diego Perino, Jari Nurmi, Martijn Warnier, Marijn Janssen, Aaron Yi Ding

IEEE Commun. Surv. Tutorials, 2023

Energy-efficient Edge Approximation for Connected Vehicular Services.

Dewant Katare, Aaron Yi Ding

Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023

2022

Bias Detection and Generalization in AI Algorithms on Edge for Autonomous Driving.

Dewant Katare, Nicolas Kourtellis, Souneil Park, Diego Perino, Marijn Janssen, Aaron Yi Ding

Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

2019

Autonomous Embedded System Enabled 3-D Object Detector: (with Point Cloud and Camera).

Dewant Katare, Mohamed El-Sharkawy

Proceedings of the IEEE International Conference of Vehicular Electronics and Safety, 2019

Embedded System Enabled Vehicle Collision Detection: An ANN Classifier.

Dewant Katare, Mohamed El-Sharkawy

Proceedings of the IEEE 9th Annual Computing and Communication Workshop and Conference, 2019

2018

Collision warning system: embedded enabled (RTMaps with NXP BLBX2).

Dewant Katare, Mohamed El-Sharkawy

Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018