Hugh Yu

Publications

1. The role of shared labels and experiences in representational alignment Kushin Mukherjee, Siddharth Suresh, Xizheng Yu, Gary Lupyan The International Conference on Learning Representations Workshop on Representational Alignment (ICLR 2024 Re-Align) paper | code

2. Conceptual structure coheres in human cognition but not in large language models Siddharth Suresh, Kushin Mukherjee, Xizheng Yu, Wei-Chun Huang, Lisa Padua, Timothy T. Rogers Conference on Empirical Methods in Natural Language Processing (EMNLP 2023) paper | code

Notes App

Full Stack Notes App using React frontend and backed with django restful api and mangoDB

Jul 21, 2023

React.js

Django

MangoDB

Full-Stack

Model Responses

Streamlined interactions with Large Language Models.

Jun 22, 2023

LLMs

GPT

Efficient Discrete Multi Marginal Optimal Transport Regularization

Integrated d-MMOT code to widely used Python Optimal Transport (POT) Library

May 10, 2023

Optimal Transport

Deep Learning

Sign Language Detection System

We use computer vision techniques to recognize ASL hand gestures. Achieve real-time translation with OpenCV.

Dec 31, 2022

Python

OpenCV

Refocusing App

An application that allows a user to refocus a scene. Our application use modified Laplacian as the focus measure and find the best match for selected refocus scene.

Nov 15, 2022

Computer Vision

Matlab

Image Mosaicking App

An “Image Mosaicking App” that stitches a collection of photos into a mosaic. We use Homography, Correspondence, SIFT, RANSAC (RANdom Sampling And Consensus) to stitch images together.

Oct 29, 2022

SIFT

Computer Vision

RANSAC

Object Tracking with Optical Flow

A vision system that tracks the location of an object across video frames. We are going to compute the optival flow of given video frames and using its intensity histogram to track the object.

Oct 2, 2022

Optical Flow

Computer Vision

Matlab

Skin Cancer Classification Chatbot

CNN classification on HAM10000 skin cancer dataset with NLP chatbot and Tkinter UI

Aug 10, 2021

ResNet

Deep Learning

Tensorflow

NLP

Links