Impact of data-splits on generalization: Identifying COVID-19 from cough and context

Makkunda Sharma*, Nikhil Shenoy*, Jigar Doshi* , Piyush Bagad, Aman Dalmia, Parag Bhamare, Amrita Mahale, Saurabh Rane, Neeraj Agrawal & Rahul Panicker
AI for Public Health Workshop, ICLR 2021 & Machine Learning for Preventing and Combating Pandemics Workshop, ICLR 2021
[paper][code]

Cough Against COVID: Evidence of COVID-19 Signature in Cough Sounds ​

Piyush Bagad*, Aman Dalmia*, Jigar Doshi*,  Arsha Nagrani, Parag Bhamare, Amrita Mahale, Saurabh Rane, Neeraj Agarwal, Rahul Panicker
[paper][code]

Pest management in cotton farms: an AI-system case study from the global South

Aman Dalmia*, Jerome White*, Ankit Chaurasia, Vishal Agarwal, Rajesh Jain, Dhruvin Vora, Balasaheb Dhame, Raghu Dharmaraju, Rahul Panicker
KDD 2020
[paper][video]

Using the Chou’s 5-steps rule to predict splice junctions with interpretable bidirectional long short-term memory networks

Aparajita Dutta*, Aman Dalmia*, Athul R, Kusum Kumari Singh, Ashish Anand
Computers in Biology and Medicine Journal
[paper]

Exploring Deep Learning Networks for Tumour Segmentation in Infrared Images

Aman Dalmia, Siva Teja Kakileti​, Geetha Manjunath​
Quantitative Infrared Thermography (QIRT) Conference, 2018
Quantitative Infrared Thermography (QIRT) Journal
[conference paper] [journal paper]

* Equal Contribution