JoonHo Jang

Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder

Hyemi Kim, Seungjae Shin, JoonHo Jang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 34 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Neutralizing Gender Bias in Word Embeddings with Latent Disentanglement and Counterfactual Generation

Seungjae Shin, Kyungwoo Song, JoonHo Jang et al. · 2020 · 19 citations · Full text

Structured Prediction, Engineering, Machine Learning +19

Forecasting the Concentration of Particulate Matter in the Seoul Metropolitan Area Using a Gaussian Process Model

JoonHo Jang, Seungjae Shin, Hyunjin Lee et al. · Sensors · 2020 · 16 citations · Full text

Environmental Monitoring, Engineering, Urban Air Quality +16

Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation

JoonHo Jang, Byeonghu Na, DongHyeok Shin et al. · arXiv (Cornell University) · 2022 · 16 citations · Full text

Artificial Intelligence, Target Domain, Better Feature Alignments +12

LADA: Look-Ahead Data Acquisition via Augmentation for Deep Active Learning

Yoon-Yeong Kim, Kyungwoo Song, JoonHo Jang et al. · arXiv (Cornell University) · 2021 · 15 citations · Full text

Data Augmentation, Convolutional Neural Network, Machine Vision +9