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akshayjoshii/README.md

Welcome to Akshay Joshi's Website!

About Me

I train large neural networks in the fields of Self-supervised Learning, Vision-Language Models, and Multimodal Representation Learning.

Publications

Publication Domain Contributors Status
Dense Art Style Recognition with Self-supervised Ensemble of Auto-Encoding Transformations Computer Vision, Self-Supervision Akshay Joshi, Ankit Agrawal, Sushmita Nair Link
Hybrid Machine Learning Seminar: Learning like humans with Deep Symbolic Networks Computer Vision, Deep Learning, Symbolic AI Akshay Joshi Link

Featured Projects

Projects Tech Stack Contributors
Research Portfolio Website Hugo, HTML, CSS, JS, Markdown, Python, Netlify, Cloudflare, CI/CD Akshay Joshi
Socket Programming - File Transfer Simulation with Integrity Check Python, Hashlib, Socket Programming, TCP Akshay Joshi, Jan Stieling
Covid-19 Tweets Sentiment & Exploratory Data Analysis with LSTM and Denoising Autoencoder Python, NLTK, NumPy, Scikit-learn, XGBoost, PyTorch, Docker Akshay Joshi
Event Driven Pedestrian & Vehicle Detection Python, YOLO, OpenCV, NumPy, Docker, TQDM Akshay Joshi, Puneeth Kouloorkar, Poojitha Vijayanarasimha
Open Domain Question Answering with End-to-End Memory Networks Python, Keras, NLTK, Deep Neural Networks, NumPy, Knowledge Graphs Akshay Joshi
Spoken Language Recognition and Exploratory Data Analysis Python, Scikit-learn, NumPy, MatplotLib, SciPy Akshay Joshi
Multi-stage Information Retrieval & Ranking System Python, NLTK, BeautifulSoup4, LXML, BM25, NumPy Akshay Joshi, Ankit Agrawal

Stats

Akshay's GitHub Stats

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  1. Event-Driven-Pedestrian-Vehicle-Detection Event-Driven-Pedestrian-Vehicle-Detection Public

    Implementation of a real-time event-driven Vehicle Detection & Counting system using OpenCV & YOLO v3 (608 x 608)

    Python 8 3

  2. Open_Domain_Question_Answering Open_Domain_Question_Answering Public

    NLP project to implement a Deep Neural Question Answering System utilizing Knowledge Graphs and Wikipedia Corpus

    Python 3

  3. Statistical-NLP-Information-Retrieval-Project Statistical-NLP-Information-Retrieval-Project Public

    Multi-stage Informational Retrieval & Ranking System developed as part of Statistical Natural Language Processing coursework

    Python 2 1

  4. Deep_Self-Supervised_Art_Style_Recognition Deep_Self-Supervised_Art_Style_Recognition Public

    Implementation of Auto Encoding Transformers for Art Style Recognition

    Python 5 1

  5. graph_neural_network graph_neural_network Public

    Implementation of a custom Sparse Adjacency Matrix (prior) for a Graph Neural Network classifier for MNIST

    Jupyter Notebook 2 1

  6. socket_programming socket_programming Public

    File Transfer Simulation with MD5 Hash Check

    Python 1