Search Results for author: Shubhabrata Mukherjee

Found 3 papers, 2 papers with code

A secure and private ensemble matcher using multi-vault obfuscated templates

no code implementations8 Apr 2024 Babak Poorebrahim Gilkalaye, Shubhabrata Mukherjee, Reza Derakhshani

The main idea is to reduce the number of chaff points to a practical level by creating n sub-templates from the original template and hiding each sub-template with m chaff points.

Generative Adversarial Network

MODIPHY: Multimodal Obscured Detection for IoT using PHantom Convolution-Enabled Faster YOLO

1 code implementation12 Feb 2024 Shubhabrata Mukherjee, Cory Beard, Zhu Li

Low-light conditions and occluded scenarios impede object detection in real-world Internet of Things (IoT) applications like autonomous vehicles and security systems.

Autonomous Vehicles object-detection +2

Transformers for Green Semantic Communication: Less Energy, More Semantics

1 code implementation11 Oct 2023 Shubhabrata Mukherjee, Cory Beard, Sejun Song

Semantic communication aims to transmit meaningful and effective information, rather than focusing on individual symbols or bits.

Benchmarking Efficient Neural Network +3

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