Search Results for author: Saurabh Pahune

Found 4 papers, 1 papers with code

Accelerating Neural Network Training: A Brief Review

1 code implementation15 Dec 2023 Sahil Nokhwal, Priyanka Chilakalapudi, Preeti Donekal, Suman Nokhwal, Saurabh Pahune, Ankit Chaudhary

This study examines innovative approaches to expedite the training process of deep neural networks (DNN), with specific emphasis on three state-of-the-art models such as ResNet50, Vision Transformer (ViT), and EfficientNet.

Quantum Generative Adversarial Networks: Bridging Classical and Quantum Realms

no code implementations15 Dec 2023 Sahil Nokhwal, Suman Nokhwal, Saurabh Pahune, Ankit Chaudhary

In this pioneering research paper, we present a groundbreaking exploration into the synergistic fusion of classical and quantum computing paradigms within the realm of Generative Adversarial Networks (GANs).

Quantum Machine Learning

EmbAu: A Novel Technique to Embed Audio Data Using Shuffled Frog Leaping Algorithm

no code implementations13 Dec 2023 Sahil Nokhwal, Saurabh Pahune, Ankit Chaudhary

In our currently proposed image steganographic technique, we used the Shuffled Frog Leaping Algorithm (SFLA) to determine the order of pixels by which sensitive information can be placed in the cover image.

Image Steganography

Several categories of Large Language Models (LLMs): A Short Survey

no code implementations5 Jul 2023 Saurabh Pahune, Manoj Chandrasekharan

Large Language Models(LLMs)have become effective tools for natural language processing and have been used in many different fields.

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