Jiho Choi's repositories
social-network-analysis-papers
:family: Social Network Analysis Papers
rumor-fake-news-papers
๐จ Rumor, Fake News, Misinformation Papers
ai-tech-interview
๐ฉโ๐ป๐จโ๐ป AI ์์ง๋์ด ๊ธฐ์ ๋ฉด์ ์คํฐ๋
pytorch_geometric
Graph Neural Network Library for PyTorch
WSDM2022-PTUPCDR
This is the official implementation of our paper Personalized Transfer of User Preferences for Cross-domain Recommendation (PTUPCDR), which has been accepted by WSDM2022.
annotated_deep_learning_paper_implementations
๐งโ๐ซ 60 Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง
bigquery-utils
Useful scripts, udfs, views, and other utilities for migration and data warehouse operations in BigQuery.
CAT-Seg
Official Implementation of "CAT-Seg๐ฑ: Cost Aggregation for Open-Vocabulary Semantic Segmentation"
CLIP_Explainability
code for studying OpenAI's CLIP explainability
CT-denoising-using-CycleGAN
AAPM Low Dose CT data denoising using Cycle GAN
GroupViT
Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.
HIPIE
[NeurIPS2023] Code release for "Hierarchical Open-vocabulary Universal Image Segmentation"
jihochoi.github.io
๐ก Jiho's Personal Website
LEGaussians
Pytorch Code for "LEGaussians: Language Embedded 3D Gaussians for Open-Vocabulary Scene Understanding"
llm_multiagent_debate
Code for Improving Factuality and Reasoning in Language Models through Multiagent Debate
OV_PARTS
[NeurIPS 2023] OV-PARTS: Towards Open-Vocabulary Part Segmentation
PartImageNet
Introduction and scripts for the paper "PartImageNet: A Large, High-Quality Dataset of Parts" (Ju He, Shuo Yang, Shaokang Yang, Adam Kortylewski, Xiaoding Yuan, Jie-Neng Chen, Shuai Liu, Cheng Yang, Alan Yuille).
SegCLIP
PyTorch implementation of ICML 2023 paper "SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation"
SimSeg
[CVPR'23] A Simple Framework for Text-Supervised Semantic Segmentation
slot-attention-pytorch
Pytorch Implementation of paper "Object-Centric Learning with Slot Attention"
VLPart
[ICCV2023] VLPart: Going Denser with Open-Vocabulary Part Segmentation
Zero-shot-RIS
[CVPR 2023] "Zero-shot Referring Image Segmentation with Global-Local Context Features"