no code implementations • 26 May 2023 • Alon Harell, Yalda Foroutan, Nilesh Ahuja, Parual Datta, Bhavya Kanzariya, V. Srinivasa Somayaulu, Omesh Tickoo, Anderson de Andrade, Ivan V. Bajic
To meet this growing demand, several methods have been developed for image and video coding for machines.
1 code implementation • CVPR 2023 • Nilesh Ahuja, Parual Datta, Bhavya Kanzariya, V. Srinivasa Somayazulu, Omesh Tickoo
Optimizing the pipeline for both compression and task-performance requires high-quality estimates of the information-theoretic rate of the intermediate features.
no code implementations • 24 Aug 2022 • Parual Datta, Nilesh Ahuja, V. Srinivasa Somayazulu, Omesh Tickoo
Split computing has emerged as a recent paradigm for implementation of DNN-based AI workloads, wherein a DNN model is split into two parts, one of which is executed on a mobile/client device and the other on an edge-server (or cloud).
no code implementations • 30 Aug 2017 • Srenivas Varadarajan, Parual Datta, Omesh Tickoo
We propose a greedy part assignment algorithm that exploits the inherent structure of the human body to achieve a lower complexity, compared to any of the prior published works.