Better to Follow, Follow to Be Better: Towards Precise Supervision of Feature Super-Resolution for Small Object Detection. - Junhyug Noh; Wonho Bae; Wonhee Lee; Jinhwan Seo; Gunhee Kim (ICCV, 2019)

Rethinking Class Activation Mapping for Weakly Supervised Object Localization. - Wonho Bae; Junhyug Noh; Gunhee Kim (ECCV (15), 2020)

LID 2020: The Learning from Imperfect Data Challenge Results. - Yunchao Wei; Shuai Zheng 001; Ming-Ming Cheng; Hang Zhao; Liwei Wang 001; Errui Ding; Yi Yang 001; Antonio Torralba 001; Ting Liu 012; Guolei Sun; Wenguan Wang; Luc Van Gool; et al. (CoRR, 2020)

Object Discovery via Contrastive Learning for Weakly Supervised Object Detection. - Jinhwan Seo; Wonho Bae; Danica J. Sutherland; Junhyug Noh; Daijin Kim 001 (ECCV (31), 2022)

One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation Model. - Wonho Bae; Junhyug Noh; Milad Jalali Asadabadi; Danica J. Sutherland (IJCAI, 2022)

Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels. - Mohamad Amin Mohamadi; Wonho Bae; Danica J. Sutherland (NeurIPS, 2022)

Towards Explainable Computer Vision Methods via Uncertainty Activation Map. - Seungyoun Shin; Wonho Bae; Junhyug Noh; Sungjoon Choi (ACPR (1), 2023)

Meta Temporal Point Processes. - Wonho Bae; Mohamed Osama Ahmed; Frederick Tung; Gabriel L. Oliveira (ICLR, 2023)

How to prepare your task head for finetuning. - Yi Ren; Shangmin Guo; Wonho Bae; Danica J. Sutherland (ICLR, 2023)

A Fast, Well-Founded Approximation to the Empirical Neural Tangent Kernel. - Mohamad Amin Mohamadi; Wonho Bae; Danica J. Sutherland (ICML, 2023)

Generalized Coverage for More Robust Low-Budget Active Learning. - Wonho Bae; Junhyug Noh; Danica J. Sutherland (ECCV (83), 2024)

Exploring Active Learning in Meta-learning: Enhancing Context Set Labeling. - Wonho Bae; Jing Wang 112; Danica J. Sutherland (ECCV (89), 2024)

What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood Context. - Jing Wang 112; Wonho Bae; Jiahong Chen; Kuangen Zhang; Leonid Sigal; Clarence W. de Silva (Trans. Mach. Learn. Res., 2024)

AdaFlood: Adaptive Flood Regularization. - Wonho Bae; Yi Ren; Mohamed Osama Ahmed; Frederick Tung; Danica J. Sutherland; Gabriel L. Oliveira (Trans. Mach. Learn. Res., 2024)

Uncertainty Herding: One Active Learning Method for All Label Budgets. - Wonho Bae; Danica J. Sutherland; Gabriel L. Oliveira (ICLR, 2025)