Search Results for author: Kushal Jain

Found 3 papers, 1 papers with code

Optimized EEG based mood detection with signal processing and deep neural networks for brain-computer interface

no code implementations30 Mar 2023 Subhrangshu Adhikary, Kushal Jain, Biswajit Saha, Deepraj Chowdhury

Electroencephalogram (EEG) is a very promising and widely implemented procedure to study brain signals and activities by amplifying and measuring the post-synaptical potential arising from electrical impulses produced by neurons and detected by specialized electrodes attached to specific points in the scalp.

Decision Making EEG +1

Learning to Drop Out: An Adversarial Approach to Training Sequence VAEs

no code implementations26 Sep 2022 Đorđe Miladinović, Kumar Shridhar, Kushal Jain, Max B. Paulus, Joachim M. Buhmann, Mrinmaya Sachan, Carl Allen

In principle, applying variational autoencoders (VAEs) to sequential data offers a method for controlled sequence generation, manipulation, and structured representation learning.

Representation Learning

Indic-Transformers: An Analysis of Transformer Language Models for Indian Languages

1 code implementation4 Nov 2020 Kushal Jain, Adwait Deshpande, Kumar Shridhar, Felix Laumann, Ayushman Dash

Language models based on the Transformer architecture have achieved state-of-the-art performance on a wide range of NLP tasks such as text classification, question-answering, and token classification.

General Classification Language Modelling +5

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