Wonho Bae

28 papers A* 7Journal 16Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Diffusion-Driven Two-Stage Active Learning for Low-Budget Semantic Segmentation.
CoRR
Jeongin Kim, Wonho Bae, YouLee Han, Giyeong Oh, Youngjae Yu, Danica J. Sutherland, Junhyug Noh
2025 J jnl
SteeringTTA: Guiding Diffusion Trajectories for Robust Test-Time-Adaptation.
CoRR
Jihyun Yu, Yoojin Oh, Wonho Bae, Mingyu Kim, Junhyug Noh
2025 A* conf
Uncertainty Herding: One Active Learning Method for All Label Budgets.
ICLR
Wonho Bae, Danica J. Sutherland, Gabriel L. Oliveira
2025 J jnl
Vicinity-Guided Discriminative Latent Diffusion for Privacy-Preserving Domain Adaptation.
CoRR
Jing Wang, Wonho Bae, Jiahong Chen, Wenxu Wang, Junhyug Noh
2024 J jnl
AdaFlood: Adaptive Flood Regularization.
Trans. Mach. Learn. Res.
Wonho Bae, Yi Ren, Mohamed Osama Ahmed, Frederick Tung, Danica J. Sutherland, Gabriel L. Oliveira
2024 — conf
Exploring Active Learning in Meta-learning: Enhancing Context Set Labeling.
ECCV (89)
Wonho Bae, Jing Wang, Danica J. Sutherland
2024 — conf
Generalized Coverage for More Robust Low-Budget Active Learning.
ECCV (83)
Wonho Bae, Junhyug Noh, Danica J. Sutherland
2024 J jnl
Generalized Coverage for More Robust Low-Budget Active Learning.
CoRR
Wonho Bae, Junhyug Noh, Danica J. Sutherland
2024 J jnl
Uncertainty Herding: One Active Learning Method for All Label Budgets.
CoRR
Wonho Bae, Gabriel L. Oliveira, Danica J. Sutherland
2024 J jnl
What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood Context.
CoRR
Jing Wang, Wonho Bae, Jiahong Chen, Kuangen Zhang, Leonid Sigal, Clarence W. de Silva
2024 J jnl
What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood Context.
Trans. Mach. Learn. Res.
Jing Wang, Wonho Bae, Jiahong Chen, Kuangen Zhang, Leonid Sigal, Clarence W. de Silva
2023 A* conf
A Fast, Well-Founded Approximation to the Empirical Neural Tangent Kernel.
ICML
Mohamad Amin Mohamadi, Wonho Bae, Danica J. Sutherland
2023 J jnl
AdaFlood: Adaptive Flood Regularization.
CoRR
Wonho Bae, Yi Ren, Mohamed Osama Ahmed, Frederick Tung, Danica J. Sutherland, Gabriel L. Oliveira
2023 J jnl
Exploring Active Learning in Meta-Learning: Enhancing Context Set Labeling.
CoRR
Wonho Bae, Jing Wang, Danica J. Sutherland
2023 A* conf
How to prepare your task head for finetuning.
ICLR
Yi Ren, Shangmin Guo, Wonho Bae, Danica J. Sutherland
2023 J jnl
How to prepare your task head for finetuning.
CoRR
Yi Ren, Shangmin Guo, Wonho Bae, Danica J. Sutherland
2023 A* conf
Meta Temporal Point Processes.
ICLR
Wonho Bae, Mohamed Osama Ahmed, Frederick Tung, Gabriel L. Oliveira
2023 J jnl
Meta Temporal Point Processes.
CoRR
Wonho Bae, Mohamed Osama Ahmed, Frederick Tung, Gabriel L. Oliveira
2023 — conf
Towards Explainable Computer Vision Methods via Uncertainty Activation Map.
ACPR (1)
Seungyoun Shin, Wonho Bae, Junhyug Noh, Sungjoon Choi
2022 A* conf
Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels.
NeurIPS
Mohamad Amin Mohamadi, Wonho Bae, Danica J. Sutherland
2022 J jnl
Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels.
CoRR
Mohamad Amin Mohamadi, Wonho Bae, Danica J. Sutherland
2022 — conf
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection.
ECCV (31)
Jinhwan Seo, Wonho Bae, Danica J. Sutherland, Junhyug Noh, Daijin Kim
2022 J jnl
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection.
CoRR
Jinhwan Seo, Wonho Bae, Danica J. Sutherland, Junhyug Noh, Daijin Kim
2022 A* conf
One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation Model.
IJCAI
Wonho Bae, Junhyug Noh, Milad Jalali Asadabadi, Danica J. Sutherland
2022 J jnl
One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation Model.
CoRR
Wonho Bae, Junhyug Noh, Milad Jalali Asadabadi, Danica J. Sutherland
2020 J jnl
LID 2020: The Learning from Imperfect Data Challenge Results.
CoRR
Yunchao Wei, Shuai Zheng, Ming-Ming Cheng, Hang Zhao, Liwei Wang, Errui Ding, Yi Yang, Antonio Torralba, Ting Liu, Guolei Sun, Wenguan Wang, Luc Van Gool, Wonho Bae, Junhyug Noh, Jinhwan Seo, Gunhee Kim, Hao Zhao, Ming Lu, Anbang Yao, Yiwen Guo, Yurong Chen, Li Zhang, Chuangchuang Tan, Tao Ruan, Guanghua Gu, Shikui Wei, Yao Zhao, Mariia Dobko, Ostap Viniavskyi, Oles Dobosevych, Zhendong Wang, Zhenyuan Chen, Chen Gong, Huanqing Yan, Jun He
2020 — conf
Rethinking Class Activation Mapping for Weakly Supervised Object Localization.
ECCV (15)
Wonho Bae, Junhyug Noh, Gunhee Kim
2019 A* conf
Better to Follow, Follow to Be Better: Towards Precise Supervision of Feature Super-Resolution for Small Object Detection.
ICCV
Junhyug Noh, Wonho Bae, Wonhee Lee, Jinhwan Seo, Gunhee Kim