Yash Jain's Projects
Implementation of paper Adversarial Reprogramming of Neural Networks - Ian Goodfellow et. al. - ICLR 2019
A self-supervised learning framework for audio-visual speech
A curated list of awesome self-supervised methods
A curated list of recent diffusion models for video generation, editing, restoration, understanding, etc.
[Arxiv] A Survey on Video Diffusion Models
Implemented image manipulations using Bitmap Library
Code for "DAMEX: Dataset-aware Mixture-of-Experts for visual understanding of mixture-of-datasets", accepted at Neurips 2023 (Main conference).
DeEpLearning models for MultIlingual haTespeech
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Research codes
Fuzzy Audio Pairing: Prove of concept in Python
Implement a single layer perceptron classifier (input layer + output layer without any hidden layer) with a polynomial function for nonlinear transformation of the input. Compare this result with the result when no nonlinear transformation of the input is done.
Codefundo++ 2018
Machine Learning Interviews from FAAG, Snapchat, LinkedIn.
Resources for "Natural Language Processing" Coursera course.
Interactive Video Generation via Masked-Diffusion
Implemented wearable gesture control "Sixth Sense" codes in python
This application was made as a part of Summer of Code Project
Self-Supervised Speech/Sound Pre-training and Representation Learning Toolkit
Implemented Davis-Putnam-Logemann Loveland (DPLL) procedure in elementary SAT solving
Secure Personal Cloud, a cloud in which user has a complete control over the encryption scheme of its encrypted data stored on the cloud.
Hard-Coded Gaussian Attention for Neural Machine Translation
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.
Guide for both TensorFlow and PyTorch in comparative way
A course Project in racket language