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Picture for Pavitra Krishnaswamy

Semi-supervised classification of radiology images with NoTeacher: A Teacher that is not Mean

Aug 10, 2021
Balagopal Unnikrishnan, Cuong Nguyen, Shafa Balaram, Chao Li, Chuan Sheng Foo, Pavitra Krishnaswamy

* Preprint submitted to Medical Image Analysis. Accepted in June 2021 

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Self-Path: Self-supervision for Classification of Pathology Images with Limited Annotations

Aug 12, 2020
Navid Alemi Koohbanani, Balagopal Unnikrishnan, Syed Ali Khurram, Pavitra Krishnaswamy, Nasir Rajpoot

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Joint Learning of Word and Label Embeddings for Sequence Labelling in Spoken Language Understanding

Oct 16, 2019
Jiewen Wu, Luis Fernando D'Haro, Nancy F. Chen, Pavitra Krishnaswamy, Rafael E. Banchs

* Accepted for publication at ASRU 2019 

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Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring

Apr 05, 2019
Zhengyuan Liu, Hazel Lim, Nur Farah Ain Binte Suhaimi, Shao Chuen Tong, Sharon Ong, Angela Ng, Sheldon Lee, Michael R. Macdonald, Savitha Ramasamy, Pavitra Krishnaswamy, Wai Leng Chow, Nancy F. Chen

* 8 pages. To appear in NAACL 2019 

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Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images

Dec 19, 2018
Bruno Lecouat, Ken Chang, Chuan-Sheng Foo, Balagopal Unnikrishnan, James M. Brown, Houssam Zenati, Andrew Beers, Vijay Chandrasekhar, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 

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Online Deep Learning: Growing RBM on the fly

Mar 06, 2018
Savitha Ramasamy, Kanagasabai Rajaraman, Pavitra Krishnaswamy, Vijay Chandrasekhar

* 14 pages, 4 figures, 2 tables 

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