Search Results for author: Ajinkya Deshmukh

Found 3 papers, 1 papers with code

A comparative analysis of SRGAN models

no code implementations18 Jul 2023 Fatemeh Rezapoor Nikroo, Ajinkya Deshmukh, Anantha Sharma, Adrian Tam, Kaarthik Kumar, Cleo Norris, Aditya Dangi

In this study, we evaluate the performance of multiple state-of-the-art SRGAN (Super Resolution Generative Adversarial Network) models, ESRGAN, Real-ESRGAN and EDSR, on a benchmark dataset of real-world images which undergo degradation using a pipeline.

Generative Adversarial Network Image Super-Resolution +2

Life of PII -- A PII Obfuscation Transformer

no code implementations16 May 2023 Ajinkya Deshmukh, Saumya Banthia, Anantha Sharma

We show that our approach can effectively reduce utility loss while preserving the original information, offering greater flexibility in the trade-off between privacy protection and data utility.

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