Stefan Heng's Projects
Case study to explore general applicability of bearing degradation prediction model
My Curriculum Vitae
Machine learning based classification on electrocardiogram (ECG) signals for Premature Ventricular Contraction (PVC) localization.
Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision
Utilities to process EndNote exports
Like word clouds, this is a utility that generates an image cloud.
The Official Jaseci Code Repository
My LaTeX templates
Laser-based relative pose estimation between two robots based on capacity of HSR and KUKA robots
For segmenting lumen from OCT images, at Bio-enginering department
Personalized Text Classification dataset with transient labels inspired by Myca productivity tool
Code for paper "ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models"
Generate words/word-pairs for human-readable unique ids
My utility functions to start machine learning projects
My personal website
Symbolic music generation taking inspiration from NLP and human composition process
Scrape TED talks transcripts for those with summaries
My configuration for starship shell prompt
Experiment language, libraries, implementations for project ECG-Signal-Viewer
Project on visualizing color theory, since Feb. 2020 at FIRE PVC@UMD
Exploring fast & accurate zero-shot text classification