RishiDarkDevil
Aspiring ML and Quant Researcher. I have a keen interest in solving complex real-life data-driven problems. I enjoy travelling, drawing and music.
Indian Statistical InstituteKolkata, India
Pinned Repositories
daam-i2i
Diffusion attentive attribution maps for interpreting Stable Diffusion for image-to-image attention.
Design-and-Analysis-of-Algorithms
This contains my coursework for the Design and Analysis of Algorithms Course in 5th Semester of the undergraduate statistics major.
Digit-Span-Test
This is a psychological test for figuring out the capacity of Working Memory of the Human Brain.
Document-Classification
Deals with document image classification into 16 categories.
Joint-Embedding
It contains work pertaining to coming up with models for generating enriched joint embedding from textual and visual data.
Neural-Machine-Translation-English-Bengali
We explore several architechtures and techniques and try to improve English to Indian Language(Bengali) Neural Machine Translation
Neural-Uncertainty-Representation
Work related to establishing neural uncertainty as a major factor behind human emotions.
Numerical_Analysis_Projects
Numerical Analysis Projects
Text-Based-Object-Discovery
Work related to extreme classification problem of detecting objects in an image using objects present in caption.
TITAN
Large Scale Visual ObjecT DIscovery Through Text attention using StAble DiffusioN
RishiDarkDevil's Repositories
RishiDarkDevil/daam-i2i
Diffusion attentive attribution maps for interpreting Stable Diffusion for image-to-image attention.
RishiDarkDevil/Text-Based-Object-Discovery
Work related to extreme classification problem of detecting objects in an image using objects present in caption.
RishiDarkDevil/TITAN
Large Scale Visual ObjecT DIscovery Through Text attention using StAble DiffusioN
RishiDarkDevil/Digit-Span-Test
This is a psychological test for figuring out the capacity of Working Memory of the Human Brain.
RishiDarkDevil/Joint-Embedding
It contains work pertaining to coming up with models for generating enriched joint embedding from textual and visual data.
RishiDarkDevil/Neural-Machine-Translation-English-Bengali
We explore several architechtures and techniques and try to improve English to Indian Language(Bengali) Neural Machine Translation
RishiDarkDevil/Amazon-PAE
A comprehensive study of the product listing and product attribute extraction on Amazon India e-commerce website.
RishiDarkDevil/daam-t2i
Diffusion attentive attribution maps for interpreting Stable Diffusion for text-to-image attention
RishiDarkDevil/Neural-Uncertainty-Representation
Work related to establishing neural uncertainty as a major factor behind human emotions.
RishiDarkDevil/RishiDarkDevil
Config files for my GitHub profile.
RishiDarkDevil/Urban-Traffic-Simulator
This work contains building a realistic simulation of traffic on urban road network which can be used in several downstream task and analysis.
RishiDarkDevil/AI-Image-Detection
This work contains implementation of some techniques to detect AI generated images
RishiDarkDevil/CP-Algorithms
Learning CP Algorithms
RishiDarkDevil/IGR-Phase-INR
Phase Transition based Implicit Neural Representation
RishiDarkDevil/Knowledge-Graph-Neural-Machine-Translation
Deals with using knowledge graphs for improving Neural Machine Translation
RishiDarkDevil/MDP-Multi-Armed-Bandit
It contains Simple Multi-Armed Bandit Web App in Streamlit.
RishiDarkDevil/old-portfolio-website
My Portfolio Website
RishiDarkDevil/rishidarkdevil.github.io
My Revamped Portfolio Website
RishiDarkDevil/Special-Topics-On-Algorithms
This repository contains all the assignment, homeworks and problems in Special Topics On Algorithms Course.
RishiDarkDevil/ViT-RPE
Contains Modified DETR-with-iRPE for object detection on custom generated synthetic dataset.
RishiDarkDevil/2023_IonQ_Remote
This contains the work related to iQuHack IonQ Remote Challenge 2023
RishiDarkDevil/AutoLF
A framework for generating domain-specific labelling functions for weak supervision and data programming.
RishiDarkDevil/CLRS
Contains all the implementation and work related to my reading of CLRS
RishiDarkDevil/Map-Location-Finder
This work is related to using Linear Statistical Model to estimate coordinate of locations on a map based on snippets.
RishiDarkDevil/Model-Compression
Some techniques on how to do model compression for Neural Networks.
RishiDarkDevil/Object-Detection-Methods
A brief overview and comparison between two Object Detection Methods - spanning Weakly Supervised and Unsupervised Techniques
RishiDarkDevil/Perceptions-of-Poverty
This work pertains to detailed analysis, through survey in and around Kolkata region, of the existing Multi-Dimensional Poverty Index used by India to calculate the level of poverty at individual, state and nation level.
RishiDarkDevil/Real-Time-Face-Recognition
This work is a part of my class project on Neural Network Regression which deals with Real-Time Face Recognition.
RishiDarkDevil/Resampling-Techniques
This work contains all the assignments for the resampling techniques course of my Master's 1st Year.
RishiDarkDevil/rishi-portfolio