Anomaly Detection in Multivariate Non-stationary Time Series for Automatic DBMS Diagnosis. - Doyup Lee (ICMLA, 2017)

Demand Forecasting from Spatiotemporal Data with Graph Networks and Temporal-Guided Embedding. - Doyup Lee; Suehun Jung; Yeongjae Cheon; Dongil Kim; Seungil You (CoRR, 2019)

Soft Labeling Affects Out-of-Distribution Detection of Deep Neural Networks. - Doyup Lee; Yeongjae Cheon (CoRR, 2020)

Regularizing Attention Networks for Anomaly Detection in Visual Question Answering. - Doyup Lee; Yeongjae Cheon; Wook-Shin Han (AAAI, 2021)

Contrastive Regularization for Semi-Supervised Learning. - Doyup Lee; Sungwoong Kim; Ildoo Kim; Yeongjae Cheon; Minsu Cho; Wook-Shin Han (CVPR Workshops, 2022)

Autoregressive Image Generation using Residual Quantization. - Doyup Lee; Chiheon Kim; Saehoon Kim; Minsu Cho; Wook-Shin Han (CVPR, 2022)

Draft-and-Revise: Effective Image Generation with Contextual RQ-Transformer. - Doyup Lee; Chiheon Kim; Saehoon Kim; Minsu Cho; Wook-Shin Han (NeurIPS, 2022)

Locally Hierarchical Auto-Regressive Modeling for Image Generation. - Tackgeun You; Saehoon Kim; Chiheon Kim; Doyup Lee; Bohyung Han (NeurIPS, 2022)

Variational Distribution Learning for Unsupervised Text-to-Image Generation. - Minsoo Kang; Doyup Lee; Jiseob Kim; Saehoon Kim; Bohyung Han (CVPR, 2023)

Generalizable Implicit Neural Representations via Instance Pattern Composers. - Chiheon Kim; Doyup Lee; Saehoon Kim; Minsu Cho; Wook-Shin Han (CVPR, 2023)

Towards End-to-End Generative Modeling of Long Videos with Memory-Efficient Bidirectional Transformers. - Jaehoon Yoo; Semin Kim; Doyup Lee; Chiheon Kim; Seunghoon Hong (CVPR, 2023)

Locality-Aware Generalizable Implicit Neural Representation. - Doyup Lee; Chiheon Kim; Minsu Cho; Wook-Shin Han (NeurIPS, 2023)

NVS-Adapter: Plug-and-Play Novel View Synthesis from a Single Image. - Yoonwoo Jeong; Jinwoo Lee; Chiheon Kim; Minsu Cho; Doyup Lee (ECCV (48), 2024)

Retrieval-Augmented Score Distillation for Text-to-3D Generation. - Junyoung Seo; Susung Hong; Wooseok Jang; Inès Hyeonsu Kim; Minseop Kwak; Doyup Lee; Seungryong Kim (ICML, 2024)