Jang-Hyun Kim's repositories
Spherical-Principal-Curve
Reproducible Code for Spherical Principal Curve
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.
Awesome-LLM-Compression
Awesome LLM compression research papers and tools.
Context-Memory
Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction"
OpenOOD
Benchmarking Generalized Out-of-Distribution Detection
Neural-Relation-Graph
Official PyTorch implementation of "Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data" (NeurIPS'23)
chatgpt-retrieval-plugin
The ChatGPT Retrieval Plugin lets you easily search and find personal or work documents by asking questions in everyday language.
speech2speech_chatGPT
Simple Python wrapper for ChatGPT with speech modules (STT, TTS)
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
gpt-2
Code for the paper "Language Models are Unsupervised Multitask Learners"
Efficient-Dataset-Condensation
Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)
Co-Mixup
Official PyTorch implementation of "Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity" (ICLR'21 Oral)
stargan-v2
StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
Speaker_Verification
Tensorflow implementation of "Generalized End-to-End Loss for Speaker Verification"
SpeechEnhancement
My old codes for data processing, wave-based and spectrogram based models for speech enhancement
aisys2021_AutoML
AutoML System team project page (AI system 2021 class)
ImageMosaic
Image mosaic by mixed integer programming
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
PuzzleMix
Official PyTorch implementation of "Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup" (ICML'20)
pba
Efficient Learning of Augmentation Policy Schedules
3D-Machine-Learning
A resource repository for 3D machine learning
pytorch-cifar
95.16% on CIFAR10 with PyTorch
Hosting-School
History of hosting and summer/winter school presented at Deepest
tensorflow
An Open Source Machine Learning Framework for Everyone
cs231n
My solution to cs231n (2016 winter)
InfoGAN-MNIST
Tensorflow implementation of InfoGAN with MNIST