Membership-Mappings for Practical Secure Distributed Deep Learning Paper • 2204.05765 • Published Apr 12, 2022
Information Theoretic Evaluation of Privacy-Leakage, Interpretability, and Transferability for Trustworthy AI Paper • 2106.06046 • Published Jun 6, 2021
Membership-Mappings for Data Representation Learning: Measure Theoretic Conceptualization Paper • 2104.07060 • Published Apr 14, 2021
Deep Learning architectures for generalized immunofluorescence based nuclear image segmentation Paper • 1907.12975 • Published Jul 30, 2019
Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic data Paper • 1806.08840 • Published Jun 22, 2018
One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation Paper • 2410.07170 • Published Oct 9, 2024 • 15