Name: Shantanu Ghosh
Type: User
Company: Boston University
Bio: PhD candidate @batmanlab in EE, Boston University. I investigate the intelligence encoded inside a deep neural network. Ex: Amazon Science, PittISP, UFCISE
Twitter: shantanuai
Location: New York City, NY
Blog: https://shantanu-ai.github.io
Shantanu Ghosh's Projects
All the assignments of the course CMU 16-824
Implementation of the paper "Deep Counterfactual Networks with Propensity-Dropout"(https://arxiv.org/pdf/1706.05966.pdf) in pytorch framework
Resources needed to start deep learning research. ML/DL/CV/NLP/ML-SYS/RL/Graphs/Maths/Med Img lecture videos from professors at esteemed universities.
CIS6930 - Deep Learning for Computer Graphics Project - To design a CNN to color the grayscale face images.
Repository of Deep Propensity Network - Sparse Autoencoder(DPN-SA) to calculate propensity score using sparse autoencoder
Official repository of DR-VIDAL - accepted in AMIA' 22 (Oral)
Repository of the course project of CMU 16-824 Visual Learning and Recognition
This is repository is created as a part of the FTP project for Computer Networks (CNT5106C) in University of Florida Master's in Computer Science program
Fundamentals of Machine Learning (EEL5840) final project.
Course Project for Advanced Data structures(COP5536) - Create a system to count most popular hashtags in social networking platform using fibonacci heap
:closed_book: Unofficial Journal of American Medical Informatics Association (JAMIA) Markdown Journal Article Template
Repository of MTL-TCNN - created as part of the Independent Research Project under the guidance of Prof Dr. Dapeng Oliver Wu, ECE, UF, USA
This repository is created as a part of the P2p project for Computer Networks (CNT5106C) at the University of Florida for the Master's in Computer Science program. A simplified P2p network where any number of peers can share any type of file among themselves. Implemented in Java.
Repository of the algorithm Propensity Score Synthetic Augmentation Matching using Generative Adversarial Networks (PSSAM-GAN)
A CNN network with pytorch
Rewriting a Deep Generative Model, ECCV 2020 (oral). Interactive tool to directly edit the rules of a GAN to synthesize scenes with objects added, removed, or altered. Change StyleGANv2 to make extravagant eyebrows, or horses wearing hats.
https://shantanu-ai.github.io/
Texture Classification project created as a part of the individual research project under the guidance of Dr (Prof) Dapeng Wu of the department of Electrical and Computer Engineering in the University of Florida