Publications

Uncertainty Herding: One Active Learning Method for All Label Budgets

Wonho Bae, Gabriel L. Oliveira*, Danica J. Sutherland*

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Generalized Coverage for More Robust Low-Budget Active Learning

Wonho Bae, Junhyug Noh, Danica J. Sutherland

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Exploring Active Learning in Meta-Learning: Enhancing Context Set Labeling

Wonho Bae, Jing Wang, Danica J. Sutherland

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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

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A fast, well-founded approximation to the empirical neural tangent kernel

Mohamad Amin Mohamadi, Wonho Bae, Danica J. Sutherland

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Meta Temporal Point Processes

Wonho Bae, Mohamed Osama Ahmed, Frederick Tung, Gabriel L. Oliveira

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How to Prepare Your Task Head for Finetuning

Yi Ren, Shangmin Guo, Wonho Bae, Danica J Sutherland

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Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels

Mohamad Amin Mohamadi*, Wonho Bae*, Danica J Sutherland

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Object Discovery via Contrastive Learning for Weakly Supervised Object Detection

Jinhwan Seo, Wonho Bae, Danica J. Sutherland, Junhyug Noh, Daijin Kim

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One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation Model

Wonho Bae, Junhyug Noh, Milad Jalali Asadabadi, Danica J Sutherland

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Prediction of the mortality risk in peritoneal dialysis patients using machine learning models: a nation-wide prospective cohort in Korea

Junhyug Noh, Kyung Don Yoo, Wonho Bae, Jong Soo Lee, Kangil Kim, Jang-Hee Cho, Hajeong Lee, Dong Ki Kim, Chun Soo Lim, Shin-Wook Kang, others

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Rethinking class activation mapping for weakly supervised object localization

Wonho Bae*, Junhyug Noh*, Gunhee Kim

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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

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