Publications
From core algorithms and theoretical insights to applied systems tackling perception, language, and decision making.
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Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearning
International Conference on Computer Vision (ICCV)
Saemi Moon*, Minjong Lee*, Sangdon Park, Dongwoo Kim
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Few-shot Unlearning
IEEE Symposium on Security and Privacy (S\\&P)
Youngsik Yoon*, Jinhwan Nam*, Hyojeong Yun, Jaeho Lee, Dongwoo Kim, Jungseul Ok
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Feature Unlearning for Pre-trained GANs and VAEs
AAAI Conference on Artificial Intelligence (AAAI)
Saemi Moon, Seunghyuk Cho, Dongwoo Kim
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Gradient Inversion with Generative Image Prior
Advances in Neural Information Processing Systems (NeurIPS)
Jinwoo Jeon*, Jaechang Kim*, Kangwook Lee, Sewoong Oh, Jungseul Ok
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Gradient Inversion with Generative Image Prior
International Workshop on Federated Learning for User Privacy and Data Confidentiality in Conjunction with ICML 2021 (FL-ICML'21)
Jinwoo Jeon*, Jaechang Kim*, Kangwook Lee, Sewoong Oh, Jungseul Ok