steventan0110

OCT_preprocess

Python implementation of optical coherence tomography(OCT) data pre-process: 1.retina detection 2. OCT normalization 3. retina flatten

LegoUltrasound

Summer Research on Ultrasound Image Processing at Hopkins advised by Professor Emad Doctor. Tools used include MATLAB deep learning and image processing toolbox as well as K-wave simulation toolbox

NMT_RL_Filter

Filter training data for neural machine translation model `on the fly` with reinforcement learning agent. Work based on previous research from Carnegie Mellon University (multi-DDS) and Johns Hopkins University (LASER score for data-sets from WMT-20)

FLRimageProcessing

image processing codes for ECE drone project. 1. Detect three Region of Interests (ROIs). 2. Based on the ROIs, the code calculates mean value of crucial area to determine if the person being scanned is alive.

NMTModelAttack

Code repository for the paper "Doubly-Trained Adversarial Data Augmentation for Neural Machine Translation" with instructions to reproduce the results. Paper accepted by the conference of the Association for Machine Translation in the Americas (AMTA 2022)

align-filter

Repository for "Bitext Mining for Low-Resource Languages via Contrastive Learning"

MICaptioning

ObjectDetectionRL

Final Project for Reinforcement Learning

JHU_SSO

OOSE

On-Develop web app for Johns Hopkins University's Course Assistant Application at the Computer Science Department. Also a course project for Object-Oriented Software Engineering. Full repo under private mode.

Paper_Reading

Summary of my past readings on ML, CV, NLP-related paper. Currently, the update focuses on machine translation and general model architectures.

WebSecutity

HW for web security class

ClassroomHelper

An android studio developed image processing application: 1. Convert image into text form and math equations into LaTeX form. 2. App is implemented with Mathpix and Google Computer Vision APIs

Data_Science

Winter Session "Python for Data Science" course materials and homework in jupyter notebook

DBFinalProject

This project is built on tomcat which supports Java Servlet and Java Database Connector. The project utilizes geohash to locate the user and query the safest/most dangerous street around the user.

dynamic_speech_compression

Code Repository for the paper "Dynamic and Streaming Representation Compression"

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

first_flask

Flask_Web

My personal website built on linode server with Flask

geziwen.com

Geziwen.com is a smart B2C platform that helps international students from China connect with local tutoring and advising services during their college application processes.

hackinit-foodtrek-web

hack.init() Summer 2018 Project. A security purpose oriented food transportation tracking software. API Server written in Laravel.

mamba-s2s

multiDDS

Code for the paper "Balancing Training for Multilingual Neural Machine Translation, ACL 2020"

ParaCrawl

On-develop Bitext Mining Tool for low resource languages

RaspGPIO

Embedded System development based on GPIO on Raspberrypi 3B+

screeps

steventan0110.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

steventan0110_temp.github.io

tutorial-template

Template for the Read the Docs tutorial