Bae, Wonho

14 publications

NeurIPS 2025 Diffusion-Driven Two-Stage Active Learning for Low-Budget Semantic Segmentation Jeongin Kim, Wonho Bae, YouLee Han, Giyeong Oh, Youngjae Yu, Danica J. Sutherland, Junhyug Noh

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

NeurIPS 2025 Vicinity-Guided Discriminative Latent Diffusion for Privacy-Preserving Domain Adaptation Jing Wang, Wonho Bae, Jiahong Chen, Wenxu Wang, Junhyug Noh

TMLR 2024 AdaFlood: Adaptive Flood Regularization Wonho Bae, Yi Ren, Mohamed Osama Ahmed, Frederick Tung, Danica J. Sutherland, Gabriel L. Oliveira

ECCV 2024 Exploring Active Learning in Meta-Learning: Enhancing Context Set Labeling Wonho Bae, Jing Wang, Danica J. Sutherland

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

TMLR 2024 What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation Within Neighborhood Context Jing Wang, Wonho Bae, Jiahong Chen, Kuangen Zhang, Leonid Sigal, Clarence W. de Silva

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

ICLR 2023 How to Prepare Your Task Head for Finetuning Yi Ren, Shangmin Guo, Wonho Bae, Danica J. Sutherland

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

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

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

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

ECCV 2020 Rethinking Class Activation Mapping for Weakly Supervised Object Localization Wonho Bae, Junhyug Noh, Gunhee Kim