Graduate Theses: Recent submissions
Now showing items 565-567 of 36544
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Unveiling Phenotype–Genotype Interplay with Deep Learning Foundation Models for scRNA-seq: A Quantitative Perspective
(Massachusetts Institute of Technology, 2025-05)Foundation models have emerged as powerful tools for analyzing single-cell RNA sequencing (scRNA-seq) data, leveraging large-scale pretraining to capture complex gene expression patterns. However, a comprehensive quantitative ... -
Deepfake Face Detection: An Ensemble Framework for Generalized Classification in Biometric Verification Systems
(Massachusetts Institute of Technology, 2025-05)Generation methods for deepfake images have advanced rapidly, and deepfake face images pose a critical security for biometric verification systems. Applications that rely on face recognition to grant access to sensitive ... -
When Should Model Updates Propagate?
(Massachusetts Institute of Technology, 2025-05)AI supply chains rely increasingly on downstream developers adapting pretrained upstream models. When upstream models are retrained with data deletions (which may be prompted by copyright violations, privacy compliance, ...
