Search Results for author: Sudhir Bagul

Found 6 papers, 1 papers with code

IndicFed: A Federated Approach for Sentiment Analysis in Indic Languages

no code implementations ICON 2021 Jash Mehta, Deep Gandhi, Naitik Rathod, Sudhir Bagul

Our work tries to steer the research of sentiment analysis for resource-constrained languages in the direction of Federated Learning.

Federated Learning Privacy Preserving +1

Normalizing Text using Language Modelling based on Phonetics and String Similarity

no code implementations25 Jun 2020 Fenil Doshi, Jimit Gandhi, Deep Gosalia, Sudhir Bagul

We propose two unique masking strategies that try to replace the unnormalized words in the text with their root form using a unique score based on phonetic and string similarity metrics. We use human-centric evaluations where volunteers were asked to rank the normalized text.

Language Modelling Speech Synthesis +2

MREAK : Morphological Retina Keypoint Descriptor

no code implementations24 Jan 2019 Himanshu Vaghela, Manan Oza, Sudhir Bagul

Our results show that matched keypoints are more efficient than FREAK descriptor and requires low computation time than various descriptors like SIFT, BRISK and SURF.

Semi-Supervised Image-to-Image Translation

no code implementations24 Jan 2019 Manan Oza, Himanshu Vaghela, Sudhir Bagul

The advantage of using such an approach is that the image-to-image translation is semi-supervised, independant of image segmentation and inherits the properties of generative adversarial networks tending to produce realistic.

Generative Adversarial Network Image Segmentation +5

Acronym Disambiguation: A Domain Independent Approach

1 code implementation25 Nov 2017 Aditya Thakker, Suhail Barot, Sudhir Bagul

We present methods for retrieving all the possible expansions of an acronym from Wikipedia and AcronymsFinder. com.

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