33 citations · 52 across the 3 of their papers we have counts for
4 papers
MixCompress: Mixture of Experts for Variable Rate Learned Image Compression
Calvin-Khang Ta, Praneet Singh, Tong Shao +1
Learned image compression (LIC) is bottlenecked by the need to store independent models for each rate-distortion operating point. Existing variable bit-rate (VBR) methods aim to re…
End-to-end Evaluation of Practical Video Analytics Systems for Face Detection and Recognition
Praneet Singh, Edward J. Delp, Amy R. Reibman
Practical video analytics systems that are deployed in bandwidth constrained environments like autonomous vehicles perform computer vision tasks such as face detection and recognit…
Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network
Praneet Singh, Jishnu Jaykumar, Akhil Pankaj +1
Edge nodes are crucial for detection against multitudes of cyber attacks on Internet-of-Things endpoints and is set to become part of a multi-billion industry. The resource constra…
Performance Evaluation of Cryptographic Ciphers on IoT Devices
Praneet Singh, Kedar Deshpande
With the advent of Internet of Things (IoT) and the increasing use of application-based processors, security infrastructure needs to be examined on some widely-used IoT hardware ar…