YoungJoon Yoo's repositories
SeedTopicMine
The source code used for paper "Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts", in WSDM 2023.
BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
BertSenClu
Topic Model based on Pretrained Sentence Embeddings (with BERT)
DCutMix-PyTorch
Official PyTorch Implementation of the paper "Observations on K-image Expansion of Image-Mixing Augmentation"
llama
Inference code for LLaMA models
contextualized-topic-models
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
DDU
Code for Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty
Deep-Template-Matching
[CVMJ2023] Learning Accurate Template Matching with Differentiable Coarse-to-fine Correspondence Refinement
DRE
The Pytorch implementation for "Are Data-driven Explanations Robust against Out-of-distribution Data?" (CVPR 2023)
DynamicVectorQuantization
Official Pytorch Implementation of Our CVPR2023 Paper: "Towards Accurate Image Coding: Improved Autoregressive Image Generation with Dynamic Vector Quantization"
FastChat
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
HyperMiner
Improved Embedded Topic Models in Hyperbolic Space
latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
LAVIS
LAVIS - A One-stop Library for Language-Vision Intelligence
layout-dm
LayoutDM: Discrete Diffusion Model for Controllable Layout Generation [Inoue+, CVPR2023]
MaskedVectorQuantization
Official Pytorch Implementation of Our CVPR2023 Paper: "Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation"
MiniGPT-4
MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models
OCTIS
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
Palmetto
Palmetto is a quality measuring tool for topics
SeeTopic
Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds (NAACL'22)
taming-transformers
Taming Transformers for High-Resolution Image Synthesis
TopicKG
repository for NeurIPS2022
TVQ-VAE-Publish
Official pytorch implementation for TVQ-VAE
vqvae-2
PyTorch implementation of VQ-VAE-2 from "Generating Diverse High-Fidelity Images with VQ-VAE-2"
yjyoo3312.github.io
Research & project page