14 citations · 28 across the 5 of their papers we have counts for
5 papers
Identifying Linked Fraudulent Activities Using GraphConvolution Network
Sharmin Pathan, Vyom Shrivastava
In this paper, we present a novel approach to identify linked fraudulent activities or actors sharing similar attributes, using Graph Convolution Network (GCN). These linked fraudu…
Reinforcement Learning for Assignment Problem with Time Constraints
Sharmin Pathan, Vyom Shrivastava
We present an end-to-end framework for the Assignment Problem with multiple tasks mapped to a group of workers, using reinforcement learning while preserving many constraints. Task…
Y-net: Biomedical Image Segmentation and Clustering
Sharmin Pathan, Anant Tripathi
We propose a deep clustering architecture alongside image segmentation for medical image analysis. The main idea is based on unsupervised learning to cluster images on severity of…
Interior Object Detection and Color Harmonization
Sharmin Pathan
Confused about renovating your space? Choosing the perfect color for your walls is always a challenging task. One does rounds of color consultation and several patch tests. This pa…
Predictive Image Regression for Longitudinal Studies with Missing Data
Sharmin Pathan, Yi Hong
In this paper, we propose a predictive regression model for longitudinal images with missing data based on large deformation diffeomorphic metric mapping (LDDMM) and deep neural ne…