steventan0110
PhD Student @ JHU, Research Scientist Intern @ Meta AI | Prev @ Meta AI, Amazon Alexa AI
Meta, JHUBaltimore, Maryland
Pinned Repositories
align-filter
Repository for "Bitext Mining for Low-Resource Languages via Contrastive Learning"
DiffNorm
Official repository for our NeurIPS 2024 paper: DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation
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.
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
MICaptioning
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)
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)
ObjectDetectionRL
Final Project for Reinforcement Learning
OCT_preprocess
Python implementation of optical coherence tomography(OCT) data pre-process: 1.retina detection 2. OCT normalization 3. retina flatten
STAR
Official Repository for paper "Streaming Sequence Transduction through Dynamic Compression"
steventan0110's Repositories
steventan0110/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.
steventan0110/hackinit-foodtrek-web
hack.init() Summer 2018 Project. A security purpose oriented food transportation tracking software. API Server written in Laravel.