Weonyoung Joo

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Variational Framework

Bayesian Modeling

Contextual Bandit

Methods In Computer Vision

Top Venues

Pattern Recognit.

Publications

Youngjae Cho, HeeSun Bae, Seungjae Shin, Yeo Dong Youn, Weonyoung Joo, Il-Chul Moon
Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior. CoRR (2024)
Youngjae Cho, HeeSun Bae, Seungjae Shin, Yeo Dong Youn, Weonyoung Joo, Il-Chul Moon
Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior. AAAI (2024)
Seungjae Shin, HeeSun Bae, DongHyeok Shin, Weonyoung Joo, Il-Chul Moon
Loss-Curvature Matching for Dataset Selection and Condensation. AISTATS (2023)
Dongjun Kim, Kyungwoo Song, Yoon-Yeong Kim, Yongjin Shin, Wanmo Kang, Il-Chul Moon, Weonyoung Joo
Sequential Likelihood-Free Inference with Neural Proposal. Pattern Recognit. Lett. 169 (2023)
Seungjae Shin, HeeSun Bae, DongHyeok Shin, Weonyoung Joo, Il-Chul Moon
Loss-Curvature Matching for Dataset Selection and Condensation. CoRR (2023)
Hyeongwoo Kong, Wonje Yun, Weonyoung Joo, Ju-Hyun Kim, Kyoung-Kuk Kim, Il-Chul Moon, Woo Chang Kim
Constructing a personalized recommender system for life insurance products with machine-learning techniques. Intell. Syst. Account. Finance Manag. 29 (4) (2022)
Hyemi Kim, Seungjae Shin, JoonHo Jang, Kyungwoo Song, Weonyoung Joo, Wanmo Kang, Il-Chul Moon
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder. AAAI (2021)
Byeonghu Na, Hyemi Kim, Kyungwoo Song, Weonyoung Joo, Yoon-Yeong Kim, Il-Chul Moon
Deep Generative Positive-Unlabeled Learning under Selection Bias. CIKM (2020)
Seungjae Shin, Kyungwoo Song, JoonHo Jang, Hyemi Kim, Weonyoung Joo, Il-Chul Moon
Neutralizing Gender Bias in Word Embedding with Latent Disentanglement and Counterfactual Generation. EMNLP (Findings) (2020)
Seungjae Shin, Kyungwoo Song, JoonHo Jang, Hyemi Kim, Weonyoung Joo, Il-Chul Moon
Neutralizing Gender Bias in Word Embedding with Latent Disentanglement and Counterfactual Generation. CoRR (2020)
Ilkyoo Choi, Weonyoung Joo, Minki Kim
The layer number of α-evenly distributed point sets. Discret. Math. 343 (10) (2020)
Weonyoung Joo, Wonsung Lee, Sungrae Park, Il-Chul Moon
Dirichlet Variational Autoencoder. Pattern Recognit. 107 (2020)
Mingi Ji, Weonyoung Joo, Kyungwoo Song, Yoon-Yeong Kim, Il-Chul Moon
Sequential Recommendation with Relation-Aware Kernelized Self-Attention. AAAI (2020)
Weonyoung Joo, Dongjun Kim, Seungjae Shin, Il-Chul Moon
Generalized Gumbel-Softmax Gradient Estimator for Various Discrete Random Variables. CoRR (2020)
Dongjun Kim, Weonyoung Joo, Seungjae Shin, Il-Chul Moon
Adversarial Likelihood-Free Inference on Black-Box Generator. CoRR (2020)
Hyemi Kim, Seungjae Shin, JoonHo Jang, Kyungwoo Song, Weonyoung Joo, Wanmo Kang, Il-Chul Moon
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder. CoRR (2020)
Mingi Ji, Weonyoung Joo, Kyungwoo Song, Yoon-Yeong Kim, Il-Chul Moon
Sequential Recommendation with Relation-Aware Kernelized Self-Attention. CoRR (2019)
Weonyoung Joo, Wonsung Lee, Sungrae Park, Il-Chul Moon
Dirichlet Variational Autoencoder. CoRR (2019)
Wonsung Lee, Sungrae Park, Weonyoung Joo, Il-Chul Moon
Diagnosis Prediction via Medical Context Attention Networks Using Deep Generative Modeling. ICDM (2018)