JihoChoi

social-network-analysis-papers

:family: Social Network Analysis Papers

rumor-fake-news-papers

🚨 Rumor, Fake News, Misinformation Papers

wsdm-2022-challenge

ai-tech-interview

👩‍💻👨‍💻 AI 엔지니어 기술 면접 스터디

bigquery_style_guide

cdvae

An SE(3)-invariant autoencoder for generating the periodic structure of materials

pytorch_geometric

Graph Neural Network Library for PyTorch

SubTab

The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"

tabnet

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

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

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

bigquery-utils

Useful scripts, udfs, views, and other utilities for migration and data warehouse operations in BigQuery.

BotSpot-Plus

The enhance version of BotSpot

CAT-Seg

Official Implementation of "CAT-Seg🐱: 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

jihochoi.github.io

🏡 Jiho's Personal Website

llm-debate

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).

python-INIpay

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"