no code implementations • 9 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.
1 code implementation • 5 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.
no code implementations • 20 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.
no code implementations • 10 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.
no code implementations • 6 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.