Search Results for author: Hyunsoo Yoon

Found 5 papers, 2 papers with code

UniFormaly: Towards Task-Agnostic Unified Framework for Visual Anomaly Detection

1 code implementation24 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.

Anomaly Detection Defect Detection +1

LEAT: Towards Robust Deepfake Disruption in Real-World Scenarios via Latent Ensemble Attack

no code implementations4 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.

Attribute Face Swapping

AVATAR: Adversarial self-superVised domain Adaptation network for TARget domain

1 code implementation28 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.

Deep Clustering Self-Supervised Learning +1

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