Raman Dutt

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authored a paper 6 months ago

CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs

Paper • 2505.10496 • Published May 15 • 2

authored a paper 7 months ago

Exploiting Mixture-of-Experts Redundancy Unlocks Multimodal Generative Abilities

Paper • 2503.22517 • Published Mar 28

authored 3 papers 9 months ago

BMFT: Achieving Fairness via Bias-based Weight Masking Fine-tuning

Paper • 2408.06890 • Published Aug 13, 2024

The Devil is in the Prompts: De-Identification Traces Enhance Memorization Risks in Synthetic Chest X-Ray Generation

Paper • 2502.07516 • Published Feb 11 • 1

MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter Selection

Paper • 2405.19458 • Published May 29, 2024

authored 2 papers over 1 year ago

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

Paper • 2310.05055 • Published Oct 8, 2023 • 1

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

Paper • 2305.08252 • Published May 14, 2023 • 1