Search Results for author: Bhavya Kanzariya

Found 2 papers, 1 papers with code

Rate-Distortion Theory in Coding for Machines and its Application

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.

Instance Segmentation object-detection +2

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Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN Models

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.

Image Classification Semantic Segmentation

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