no code implementations • 10 Jan 2024 • Mandar Kulkarni, Praveen Tangarajan, Kyung Kim, Anusua Trivedi
As a policy model, we experimented with a public gpt-2 model and an in-house BERT model.
no code implementations • 28 Jul 2021 • Anusua Trivedi, Jocelyn Desbiens, Ron Gross, Sunil Gupta, Rahul Dodhia, Juan Lavista Ferres
Conclusion: In the case of DR, most of the disease biomarkers are related topologically to the vasculature.
no code implementations • 3 Jun 2021 • Anusua Trivedi, Alyssa Suhm, Prathamesh Mahankal, Subhiksha Mukuntharaj, Meghana D. Parab, Malvika Mohan, Meredith Berger, Arathi Sethumadhavan, Ashish Jaiman, Rahul Dodhia
The rise in online misinformation in recent years threatens democracies by distorting authentic public discourse and causing confusion, fear, and even, in extreme cases, violence.
no code implementations • 4 May 2021 • Anusua Trivedi, Mohit Jain, Nikhil Kumar Gupta, Markus Hinsche, Prashant Singh, Markus Matiaschek, Tristan Behrens, Mirco Militeri, Cameron Birge, Shivangi Kaushik, Archisman Mohapatra, Rita Chatterjee, Rahul Dodhia, Juan Lavista Ferres
Malnutrition is a global health crisis and is the leading cause of death among children under five.
no code implementations • 4 Oct 2020 • Anusua Trivedi, Sreya Muppalla, Shreyaan Pathak, Azadeh Mobasher, Pawel Janowski, Rahul Dodhia, Juan M. Lavista Ferres
Bissoto et al. experimented with different bounding-box based masks and showed that deep learning models could classify skin lesion images without clinically meaningful information in the input data.
1 code implementation • 31 Dec 2019 • Sumit Mukherjee, Yixi Xu, Anusua Trivedi, Juan Lavista Ferres
It has been shown that such synthetic data can be used for a variety of downstream tasks such as training classifiers that would otherwise require the original dataset to be shared.
no code implementations • 4 Oct 2019 • Anusua Trivedi, Sumit Mukherjee, Edmund Tse, Anne Ewing, Juan Lavista Ferres
As a result, we can often end up using data that is not representative of the problem we are trying to solve.