Name: ItsArghya
Type: User
Company: School of IT, Monash University
Bio: Assistant Professor: Monash University
Research: GenModel | MRI | text2image | causality | debias
Teaching: Data analytics, MLDL
Python, R, Haskell, JS, TS
Location: Monash University
Blog: https://arghyapal.github.io/itsarghyapal.github.io/
ItsArghya's Projects
Pytorch version for 3D ResNet
Handwritten Equations Decipherment with Abductive Learning
Active Bayesian Causal Inference (Neurips'22)
Using GANs to Relax the Bottleneck of Curated Labeled Data, ArxXiv paper: https://arxiv.org/pdf/1803.05137.pdf, CVPR 2018.
AI summer course 2019 tutorial
(WACV, 2019) a Recurrent Text to Image Synthesizer.
Auto-encoder on torch - trying out the various AEs
In this repo I'll jot down deep learning methods used for magnetic resonance imaging reconstruction
Detecting cats in images with OpenCV
A flexible framework of neural networks for deep learning
Various mri conversion/modification scripts
Code for a convolutional autoencoder written on python, theano, lasagne, nolearn
Implementation of recent Deep Learning papers
(ICML-W, 2018) Text to image synthesis, by distilling concepts from multiple captions.
DRAW: A Recurrent Neural Network For Image Generation
Pre-training without Natural Images (ACCV 2020 Best Paper Honorable Mention Award)
Generating Digits with Pytorch
NIT Warrangal FDP GAN Tutorial
Machine Learning course project, Skoltech 2019