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YoungJoon Yoo's Projects

adnet icon adnet

Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning (CVPR 2017)

bertopic icon bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

bertsenclu icon bertsenclu

Topic Model based on Pretrained Sentence Embeddings (with BERT)

contextualized-topic-models icon 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.

dcutmix-pytorch icon dcutmix-pytorch

Official PyTorch Implementation of the paper "Observations on K-image Expansion of Image-Mixing Augmentation"

ddu icon ddu

Code for Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty

deep-template-matching icon deep-template-matching

[CVMJ2023] Learning Accurate Template Matching with Differentiable Coarse-to-fine Correspondence Refinement

dre icon dre

The Pytorch implementation for "Are Data-driven Explanations Robust against Out-of-distribution Data?" (CVPR 2023)

dynamicvectorquantization icon dynamicvectorquantization

Official Pytorch Implementation of Our CVPR2023 Paper: "Towards Accurate Image Coding: Improved Autoregressive Image Generation with Dynamic Vector Quantization"

etm icon etm

Topic Modeling in Embedding Spaces

fastchat icon fastchat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

hp-sps icon hp-sps

BMVC 2017 Superpixel-based Semantic Segmentation Trained by Statistical Process Control

hyperminer icon hyperminer

Improved Embedded Topic Models in Hyperbolic Space

lavis icon lavis

LAVIS - A One-stop Library for Language-Vision Intelligence

layout-dm icon layout-dm

LayoutDM: Discrete Diffusion Model for Controllable Layout Generation [Inoue+, CVPR2023]

llama icon llama

Inference code for LLaMA models

maskedvectorquantization icon maskedvectorquantization

Official Pytorch Implementation of Our CVPR2023 Paper: "Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation"

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