Janghyun1230

Speaker_Verification

Tensorflow implementation of "Generalized End-to-End Loss for Speaker Verification"

speech2speech_chatGPT

Simple Python wrapper for ChatGPT with speech modules (STT, TTS)

InfoGAN-MNIST

Tensorflow implementation of InfoGAN with MNIST

lazy-attack

SpeechEnhancement

My old codes for data processing, wave-based and spectrogram based models for speech enhancement

Spherical-Principal-Curve

Reproducible Code for Spherical Principal Curve

aisys2021_AutoML

AutoML System team project page (AI system 2021 class)

3D-Machine-Learning

A resource repository for 3D machine learning

Awesome-LLM-Compression

Awesome LLM compression research papers and tools.

Awesome-LLM-Inference

📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.

chatgpt-retrieval-plugin

The ChatGPT Retrieval Plugin lets you easily search and find personal or work documents by asking questions in everyday language.

Co-Mixup

Official PyTorch implementation of "Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity" (ICLR'21 Oral)

Context-Memory

Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction"

cs231n

My solution to cs231n (2016 winter)

dc_benchmark

Efficient-Dataset-Condensation

Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

Hosting-School

History of hosting and summer/winter school presented at Deepest

ImageMosaic

Image mosaic by mixed integer programming

Janghyun1230.github.io

Neural-Relation-Graph

Official PyTorch implementation of "Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data" (NeurIPS'23)

OpenOOD

Benchmarking Generalized Out-of-Distribution Detection

pba

Efficient Learning of Augmentation Policy Schedules

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

PuzzleMix

Official PyTorch implementation of "Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup" (ICML'20)

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

tensorflow

An Open Source Machine Learning Framework for Everyone