1 code implementation • 24 Jul 2023 • Yujin Lee, Harin Lim, Seoyoon Jang, Hyunsoo Yoon
We introduce Back Patch Masking (BPM) and top k-ratio feature matching to achieve unified anomaly detection.
no code implementations • 4 Jul 2023 • Joonkyo Shim, Hyunsoo Yoon
However, previous approaches primarily focus on generating distorted outputs based on only predetermined target attributes, leading to a lack of robustness in real-world scenarios where target attributes are unknown.
1 code implementation • 28 Apr 2023 • Jun Kataoka, Hyunsoo Yoon
This paper presents an unsupervised domain adaptation (UDA) method for predicting unlabeled target domain data, specific to complex UDA tasks where the domain gap is significant.
no code implementations • 18 Dec 2022 • Firas Al-Hindawi, Tejaswi Soori, Han Hu, Md Mahfuzur Rahman Siddiquee, Hyunsoo Yoon, Teresa Wu, Ying Sun
To deal with datasets from new domains a model needs to be trained from scratch.