Search Results for author: Dhruval Jain

Found 5 papers, 1 papers with code

Self-Labeling Refinement for Robust Representation Learning with Bootstrap Your Own Latent

no code implementations9 Apr 2022 Siddhant Garg, Dhruval Jain

Using the proposed loss functions, we are able to surpass the performance of Vanilla BYOL (71. 04%) by training the BYOL framework using CCSL loss (76. 87%) on the STL10 dataset.

Representation Learning

Codeswitched Sentence Creation using Dependency Parsing

1 code implementation5 Dec 2020 Dhruval Jain, Arun D Prabhu, Shubham Vatsal, Gopi Ramena, Naresh Purre

Codeswitching has become one of the most common occurrences across multilingual speakers of the world, especially in countries like India which encompasses around 23 official languages with the number of bilingual speakers being around 300 million.

Dependency Parsing Sentence

On-Device Text Image Super Resolution

no code implementations20 Nov 2020 Dhruval Jain, Arun D Prabhu, Gopi Ramena, Manoj Goyal, Debi Prasanna Mohanty, Sukumar Moharana, Naresh Purre

Recent research on super-resolution (SR) has witnessed major developments with the advancements of deep convolutional neural networks.

Cloud Computing Image Super-Resolution +1

On-Device Language Identification of Text in Images using Diacritic Characters

no code implementations10 Nov 2020 Shubham Vatsal, Nikhil Arora, Gopi Ramena, Sukumar Moharana, Dhruval Jain, Naresh Purre, Rachit S Munjal

In this proposed work, we aim to identify language of text in images using the presence of diacritic characters in order to improve Optical Character Recognition (OCR) performance in any given automated environment.

Language Identification object-detection +3

On-device Filtering of Social Media Images for Efficient Storage

no code implementations6 Apr 2020 Dhruval Jain, DP Mohanty, Sanjeev Roy, Naresh Purre, Sukumar Moharana

Artificially crafted images such as memes, seasonal greetings, etc are flooding the social media platforms today.

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