Susant's Projects
100 Must-Read NLP Papers
I am trying to describe complex matters in simple doodles!
ACM-ICPC Preparation Guide
A dataset of images for artificial intelligence models to recognize human actions.
A multi-object tracking component. Works in the conditions where identification and classical object trackers don't (e.g. shaky/unstable camera footage, occlusions, motion blur, covered faces, etc.). Works on any object despite their nature.
Alzheimer's Disease Prediction by using ResNet, AlexNet
This is the implementation of paper <Additive Margin Softmax for Face Verification>
Advanced Deep Learning with Keras, published by Packt
This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.
Official repository for our NeurIPS 2023 paper "Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense" (https://arxiv.org/abs/2303.13408).
Roadmap to becoming an Artificial Intelligence Expert in 2020
This is my reading list for my PhD in AI, NLP, Deep Learning and more.
An open-source platform for Visual AI.
Have read and collected few Interesting Papers , Projects
aider is AI pair programming in your terminal
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
ALBERT model Pretraining and Fine Tuning using TF2.0
[EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627
š§āš« 59 Implementations/tutorials of deep learning papers with side-by-side notes š; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), š® reinforcement learning (ppo, dqn), capsnet, distillation, ... š§
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
š Papers & tech blogs by companies sharing their work on data science & machine learning in production.
This is a hands on series for Audio Analysis for Speech Recognition, Voice Transcription , others
A data augmentations library for audio, image, text, and video.
[WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"
Experimental toolkit for auto-generating codebase documentation using LLMs
Basic classifier for automatic vehicle damage inspection. Simple code showcase for Nanonets blog.