KaushikiDwivedi's Projects
100 Must-Read NLP Papers
Curated list of awesome AI resources about embedded and mobile devices
NLP problem that focuses on generating clarification questions for a given product description.Amazon QuAC and Amazon review datasets were used. Pretrained BART model from hugging face platform has been used.
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
NLP problem for generating clarification question for a given product description. Amazon QuAC and Amazon review datasets were used. Pretrained BART model from hugging face platform has been used.
Problem Solving
A MNIST-like fashion product database. Benchmark :point_down:
Practice files for understanding GNNs
Aim is to categorise whether or not the DRIVER was at fault for the collision; a classification problem.Achieved test set accuracy :86.48%.
Materials for COM 67400 taught at Purdue University
Logistic Regression
Completed 6 projects with certificate of excellence
This is fork of the research paper :"Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud, CVPR " which I implemented for Computer Vision coursework. Contains presentation slides and code implementation in ROS.
Applied statistics to learn the market sentiments on the non-alcoholic hand sanitizer. Used random sampling and plotted various data visualization techniques and various plots like box plots, violin plots etc. and applied hypothesis testing on the features.
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Twitter for Python!
Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"
Hands on with selenium and AWS lambda for web scraping