Raman Dutt

According to our database, Raman Dutt authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Capacity Control is an Effective Memorization Mitigation Mechanism in Text-Conditional Diffusion Models.

Raman Dutt, Pedro Sanchez, Ondrej Bohdal, Sotirios A. Tsaftaris, Timothy M. Hospedales

CoRR, 2024

MemControl: Mitigating Memorization in Medical Diffusion Models via Automated Parameter Selection.

Raman Dutt, Pedro Sanchez, Ondrej Bohdal, Sotirios A. Tsaftaris, Timothy M. Hospedales

CoRR, 2024

BMFT: Achieving Fairness via Bias-Based Weight Masking Fine-Tuning.

Yuyang Xue, Junyu Yan, Raman Dutt, Fasih Haider, Jingshuai Liu, Steven McDonagh, Sotirios A. Tsaftaris

Proceedings of the Ethics and Fairness in Medical Imaging, 2024

FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis.

Raman Dutt, Ondrej Bohdal, Sotirios A. Tsaftaris, Timothy M. Hospedales

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity.

Raman Dutt, Linus Ericsson, Pedro Sanchez, Sotirios A. Tsaftaris, Timothy M. Hospedales

CoRR, 2023

2022

The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.5M Screening and Diagnostic Mammograms.

Jiwoong Jason Jeong, Brianna L. Vey, Ananth Reddy Bhimireddy, Thomas Kim, Thiago Santos, Ramon Correa, Raman Dutt, Marina Mosunjac, Gabriela Oprea-Ilies, Geoffrey H. Smith, Minjae Woo, Christopher R. McAdams, Mary S. Newell, Imon Banerjee, Judy Gichoya, Hari Trivedi

CoRR, 2022

Rethinking Retinal Image Quality: Treating Quality Threshold as a Tunable Hyperparameter.

Fabian S. L. Yii, Raman Dutt, Thomas J. MacGillivray, Baljean Dhillon, Miguel O. Bernabeu, Niall C. Strang

Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022