3 papers
eess.IV2025
Align, Then Adapt: Few-Shot fMRI Visual Reconstruction For New Subjects
Christos Zangos, Danish Ebadulla, Thomas Christopher Sprague +1
Reconstructing visual images from fMRI data is a central but challenging problem in neuroscience. Despite recent progress, current methods fall short when data and computation are…
cs.LG2024
Normalized Space Alignment: A Versatile Metric for Representation Analysis
Danish Ebadulla, Aditya Gulati, Ambuj Singh
We introduce a manifold analysis technique for neural network representations. Normalized Space Alignment (NSA) compares pairwise distances between two point clouds derived from th…
cs.CL2023
Exploring Linguistic Similarity and Zero-Shot Learning for Multilingual Translation of Dravidian Languages
Danish Ebadulla, Rahul Raman, S. Natarajan +2
Current research in zero-shot translation is plagued by several issues such as high compute requirements, increased training time and off target translations. Proposed remedies oft…