109 citations · 112 across the 2 of their papers we have counts for
4 papers
Multi-Node Transformers for Object Detection and Captioning Across Distributed Edge Networks
Saurabh Kumar, Dewant Katare, Prakriti Jain
This paper presents a unified transformer-based framework for object detection and dense region captioning across distributed edge networks. The architecture uses a shared visual e…
A Unified Framework for License Plate Identification and Character-Recognition
Saurabh Kumar, Dewant Katare, Prakriti Jain
This paper presents a unified framework for license plate detection and character recognition on low-power edge hardware. The proposed network uses a shared CSP-Darknet and PANet f…
Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset
Dewant Katare, David Solans Noguero, Souneil Park +3
The accuracy and fairness of perception systems in autonomous driving are essential, especially for vulnerable road users such as cyclists, pedestrians, and motorcyclists who face…
A Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services
Dewant Katare, Diego Perino, Jari Nurmi +3
Autonomous driving services rely heavily on sensors such as cameras, LiDAR, radar, and communication modules. A common practice of processing the sensed data is using a high-perfor…