Search Results for author: Debapriya Tula

Found 4 papers, 2 papers with code

Is it an i or an l: Test-time Adaptation of Text Line Recognition Models

no code implementations29 Aug 2023 Debapriya Tula, Sujoy Paul, Gagan Madan, Peter Garst, Reeve Ingle, Gaurav Aggarwal

While text line recognition models are generally trained on large corpora of real and synthetic data, such models can still make frequent mistakes if the handwriting is inscrutable or the image acquisition process adds corruptions, such as noise, blur, compression, etc.

Language Modelling Test-time Adaptation

Target Aware Network Architecture Search and Compression for Efficient Knowledge Transfer

1 code implementation12 May 2022 S. H. Shabbeer Basha, Debapriya Tula, Sravan Kumar Vinakota, Shiv Ram Dubey

Later, in the second stage, the redundant filters are pruned from the fine-tuned CNN to decrease the network's complexity for the target task while preserving the performance.

Sentiment Analysis Transfer Learning

Offense Detection in Dravidian Languages using Code-Mixing Index based Focal Loss

no code implementations12 Nov 2021 Debapriya Tula, Shreyas Ms, Viswanatha Reddy, Pranjal Sahu, Sumanth Doddapaneni, Prathyush Potluri, Rohan Sukumaran, Parth Patwa

To summarize, our model can handle offensive language detection in a low-resource, class imbalanced, multilingual and code-mixed setting.

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