shantanu-ai

ICML-2023-Route-interpret-repeat

Official repository of ICML 2023 paper: Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat

Mammo-CLIP

Official Pytorch implementation of MICCAI 2024 paper (early accept, top 11%) Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography

MICCAI-2023-Route-interpret-repeat-CXRs

Official repository of MICCAI 2023 paper: Distilling BlackBox to Interpretable models for Efficient Transfer Learning

Deep-Counterfactual-Networks-with-Propensity-Dropout

Implementation of the paper "Deep Counterfactual Networks with Propensity-Dropout"(https://arxiv.org/pdf/1706.05966.pdf) in pytorch framework

deep-learning-resources

Resources needed to start deep learning research. ML/DL/CV/NLP/ML-SYS/RL/Graphs/Maths/Med image lecture videos from professors at esteemed universities.

DPN-SA

Repository of Deep Propensity Network - Sparse Autoencoder(DPN-SA) to calculate propensity score using sparse autoencoder

MTL-TCNN3

Repository of MTL-TCNN - created as part of the Independent Research Project under the guidance of Prof Dr. Dapeng Oliver Wu, ECE, UF, USA

P2P-File-sharing

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.

PSSAM-GAN

Repository of the algorithm Propensity Score Synthetic Augmentation Matching using Generative Adversarial Networks (PSSAM-GAN)

TCNN3

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

shantanu-ai/deep-learning-resources

Resources needed to start deep learning research. ML/DL/CV/NLP/ML-SYS/RL/Graphs/Maths/Med image lecture videos from professors at esteemed universities.

shantanu-ai/P2P-File-sharing

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.

shantanu-ai/TCNN3

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

shantanu-ai/DPN-SA

Repository of Deep Propensity Network - Sparse Autoencoder(DPN-SA) to calculate propensity score using sparse autoencoder

shantanu-ai/Deep-Counterfactual-Networks-with-Propensity-Dropout

Implementation of the paper "Deep Counterfactual Networks with Propensity-Dropout"(https://arxiv.org/pdf/1706.05966.pdf) in pytorch framework

shantanu-ai/PSSAM-GAN

Repository of the algorithm Propensity Score Synthetic Augmentation Matching using Generative Adversarial Networks (PSSAM-GAN)

shantanu-ai/MTL-TCNN3

Repository of MTL-TCNN - created as part of the Independent Research Project under the guidance of Prof Dr. Dapeng Oliver Wu, ECE, UF, USA

shantanu-ai/Explainability-with-LTH

Repository of the course project of CMU 16-824 Visual Learning and Recognition

shantanu-ai/Handwritten-Character-Recognition

Fundamentals of Machine Learning (EEL5840) final project.

shantanu-ai/DR-VIDAL-AMIA-22

Official repository of DR-VIDAL - accepted in AMIA' 22 (Oral)

shantanu-ai/shantanu-ai.github.io

https://shantanu-ai.github.io/

shantanu-ai/awesome-explainable-cv

shantanu-ai/CMU_16-824-VLR-Assignments

All the assignments of the course CMU 16-824

shantanu-ai/Data-Augmentation-using-CGAN-and-InfoGAN

shantanu-ai/Deep_Colorization

CIS6930 - Deep Learning for Computer Graphics Project - To design a CNN to color the grayscale face images.

shantanu-ai/distributionally-robust-self-supervised-learning-for-tabular-data

shantanu-ai/File-Transfer-Protocol

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

shantanu-ai/HashTagCounter

Course Project for Advanced Data structures(COP5536) - Create a system to count most popular hashtags in social networking platform using fibonacci heap

shantanu-ai/jamia-markdown-template

:closed_book: Unofficial Journal of American Medical Informatics Association (JAMIA) Markdown Journal Article Template

shantanu-ai/Pytorch-Fashion_MNIST-CNN

A CNN network with pytorch

shantanu-ai/rewriting

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.

shantanu-ai/shantanu-ai