hiteshvaidya
PhD candidate at University of South Florida. Currently working on unsupervised continual learning.
University of South FloridaTampa, FL, USA
Pinned Repositories
Android-Security
This is a 3 staged project on security evaluation of Android Devices. This project consists of a system that evaluates a security score of android devices.
Applying-Face-Makeup
Applying digital makeup on face
ContinualPTNCN
We introduce Local recurrent Predictive coding model termed as Parallel temporal Neural Coding Network. Unlike classical RNNs, our model is pure local and doesn't require computing gradients backward in time; thus computationally more efficient compared to BPTT and can be used for online learning
dcgan-autoencoder
Foundation-of-Computer-Vision
My coding assignments from the 'Foundations of Computer Vision' course at the Rochester Institute of Technology. Also, some additional fun programs related to computer vision.
Instagram-Caption-Generator
Generates captions for your instagram images
Model-Compression
This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep Compression" by Song Han et. al. This paper received best paper award in ICLR 2016
Neural-Machine-Translation
This repository contains part of the literature survey that I have been doing in NMT. It contains PPTs on various research papers. I will keep on adding either PPTs or gists on new research papers in future.
sentiment_analysis
Sentiment analysis on mobile phone reviews on amazon.
Star-wars-classifier
hiteshvaidya's Repositories
hiteshvaidya/sentiment_analysis
Sentiment analysis on mobile phone reviews on amazon.
hiteshvaidya/Applying-Face-Makeup
Applying digital makeup on face
hiteshvaidya/Instagram-Caption-Generator
Generates captions for your instagram images
hiteshvaidya/Android-Security
This is a 3 staged project on security evaluation of Android Devices. This project consists of a system that evaluates a security score of android devices.
hiteshvaidya/ContinualPTNCN
We introduce Local recurrent Predictive coding model termed as Parallel temporal Neural Coding Network. Unlike classical RNNs, our model is pure local and doesn't require computing gradients backward in time; thus computationally more efficient compared to BPTT and can be used for online learning
hiteshvaidya/Foundation-of-Computer-Vision
My coding assignments from the 'Foundations of Computer Vision' course at the Rochester Institute of Technology. Also, some additional fun programs related to computer vision.
hiteshvaidya/Awesome-Top-Computer-Vision-Papers
A curated list of important published computer vision paper on a weekly basis
hiteshvaidya/Eluvio-challenge
Solution to the challenge by Eluvio
hiteshvaidya/exact
EXONA: The Evolutionary eXploration of Neural Networks Framework -- EXACT, EXALT and EXAMM
hiteshvaidya/Feed-Forward-Network-for-continual-learning
This repository contains codebase for a basic Feed Forward Network in tensorflow without using keras that operates in a continual learning setting
hiteshvaidya/hiteshvaidya.github.io
My website
hiteshvaidya/Hyperparameter_Optimization
In this project we see how we can optimize or tune hyperparameters of a machine learning model using various techniques and libraries like GridSearch, RandomSearch etc.
hiteshvaidya/iCaRL
hiteshvaidya/indaba-pracs-2019
hiteshvaidya/Intro_to_DL
Course Materials for Intro to DL at USF
hiteshvaidya/Introduction-to-Machine-Learning
My coding assignments from the course 'Introduction to Machine Learning' and some toy programs
hiteshvaidya/Lifelong-learning-neural-models-for-streaming-classification
This repository stores all my codes from the Independent Study that I am pursuing while doing my Masters' at the Rochester Institute of Technology
hiteshvaidya/LRA-E
AAAI 2019 LRA-E Model
hiteshvaidya/Mathematics-behind-Machine-Learning
Course material from MATH 789
hiteshvaidya/NLP_Assembly
Using the NLP techniques to generate Assembly codes to enable easier reach for assembly level programming.
hiteshvaidya/ocl_survey
Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop
hiteshvaidya/pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
hiteshvaidya/Real-time-face-landmarks
Detects real-time landmarks on human faces through webcam
hiteshvaidya/Sign-Language-Detection
This program detects various hand gestures captured through video input
hiteshvaidya/speed-detection
Detecting speed of an autonomous vehicle using footage from its dash cam
hiteshvaidya/SySeVR
hiteshvaidya/the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
hiteshvaidya/Thesis
Thesis files
hiteshvaidya/tptt
TPTT-RNN network implementation in Theano
hiteshvaidya/Weekly-Awsome-LLM-Papers
Curated list of weekly published LLM papers