MetaPerturb: Transferable Regularizer for Heterogeneous Tasks and Architectures. - Jeongun Ryu; Jaewoong Shin; Haebeom Lee; Sung Ju Hwang (NeurIPS, 2020)

Large-Scale Meta-Learning with Continual Trajectory Shifting. - Jaewoong Shin; Haebeom Lee; Boqing Gong; Sung Ju Hwang (ICML, 2021)

Online Hyperparameter Meta-Learning with Hypergradient Distillation. - Haebeom Lee; Hayeon Lee; Jaewoong Shin; Eunho Yang; Timothy M. Hospedales; Sung Ju Hwang (ICLR, 2022)

Sparse DETR: Efficient End-to-End Object Detection with Learnable Sparsity. - Byungseok Roh; Jaewoong Shin; Wuhyun Shin; Saehoon Kim (ICLR, 2022)

OCELOT: Overlapped Cell on Tissue Dataset for Histopathology. - Jeongun Ryu; Aaron Valero Puche; Jaewoong Shin; Seonwook Park; Biagio Brattoli; Jinhee Lee; Wonkyung Jung; Soo Ick Cho; Kyunghyun Paeng; Chan-Young Ock; Donggeun Yoo; Sérgio Pereira (CVPR, 2023)

ELVIS: Empowering Locality of Vision Language Pre-training with Intra-modal Similarity. - Sumin Seo; Jaewoong Shin; Jaewoo Kang; Tae Soo Kim 004; Thijs Kooi (CoRR, 2023)