Search Results for author: Sharmin Pathan

Found 5 papers, 0 papers with code

Reinforcement Learning for Assignment Problem with Time Constraints

no code implementations5 Jun 2021 Sharmin Pathan, Vyom Shrivastava

Tasks and workers have time constraints and there is a cost associated with assigning a worker to a task.

reinforcement-learning Reinforcement Learning (RL)

Identifying Linked Fraudulent Activities Using GraphConvolution Network

no code implementations5 Jun 2021 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).

Community Detection

Interior Object Detection and Color Harmonization

no code implementations31 Jul 2019 Sharmin Pathan

Later this object specific information gets appended to the room attributes (room_type, room_size, preferred_tone, etc) and a deep neural net is trained to make predictions for color/texture/wallpaper for the walls.

Image Segmentation Object +4

Predictive Image Regression for Longitudinal Studies with Missing Data

no code implementations19 Aug 2018 Sharmin Pathan, Yi Hong

Features extracted by the LSTM and CNN are fed into a decoder network to reconstruct the vector momentum sequence, which is used for the image sequence prediction by deforming the baseline image with LDDMM shooting.

regression

Cannot find the paper you are looking for? You can Submit a new open access paper.