On the Effectiveness of Small Input Noise for Defending Against Query-based Black-Box Attacks
Byun, Junyoung, Go, Hyojun, Kim, Changick
Published in 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2022)
Published in 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2022)
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Conference Proceeding
Geometrically Adaptive Dictionary Attack on Face Recognition
Byun, Junyoung, Go, Hyojun, Kim, Changick
Published in 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2022)
Published in 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2022)
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Conference Proceeding
Rethinking Training Schedules For Verifiably Robust Networks
Go, Hyojun, Byun, Junyoung, Kim, Changick
Published in 2021 IEEE International Conference on Image Processing (ICIP) (19.09.2021)
Published in 2021 IEEE International Conference on Image Processing (ICIP) (19.09.2021)
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Conference Proceeding
Hidden Conditional Adversarial Attacks
Byun, Junyoung, Shim, Kyujin, Go, Hyojun, Kim, Changick
Published in 2022 IEEE International Conference on Image Processing (ICIP) (16.10.2022)
Published in 2022 IEEE International Conference on Image Processing (ICIP) (16.10.2022)
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Conference Proceeding
Exploiting Doubly Adversarial Examples for Improving Adversarial Robustness
Byun, Junyoung, Go, Hyojun, Cho, Seungju, Kim, Changick
Published in 2022 IEEE International Conference on Image Processing (ICIP) (16.10.2022)
Published in 2022 IEEE International Conference on Image Processing (ICIP) (16.10.2022)
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Conference Proceeding
Towards Practical Plug-and-Play Diffusion Models
Go, Hyojun, Lee, Yunsung, Kim, JinYoung, Lee, Seunghyun, Jeong, Myeongho, Lee, Hyun Seung, Choi, Seungtaek
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
Fine-Grained Multi-Class Object Counting
Go, Hyojun, Byun, Junyoung, Park, Byeongjun, Choi, Myung-Ae, Yoo, Seunghwa, Kim, Changick
Published in 2021 IEEE International Conference on Image Processing (ICIP) (19.09.2021)
Published in 2021 IEEE International Conference on Image Processing (ICIP) (19.09.2021)
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Conference Proceeding
Denoising Task Difficulty-based Curriculum for Training Diffusion Models
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Paper
Journal Article
Diffusion Model Patching via Mixture-of-Prompts
Ham, Seokil, Woo, Sangmin, Kim, Jin-Young, Go, Hyojun, Park, Byeongjun, Kim, Changick
Year of Publication 28.05.2024
Year of Publication 28.05.2024
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Journal Article
Switch Diffusion Transformer: Synergizing Denoising Tasks with Sparse Mixture-of-Experts
Park, Byeongjun, Go, Hyojun, Kim, Jin-Young, Woo, Sangmin, Ham, Seokil, Kim, Changick
Year of Publication 14.03.2024
Year of Publication 14.03.2024
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Journal Article
Denoising Task Routing for Diffusion Models
Park, Byeongjun, Woo, Sangmin, Go, Hyojun, Jin-Young, Kim, Kim, Changick
Published in arXiv.org (21.02.2024)
Published in arXiv.org (21.02.2024)
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Paper
Journal Article
Addressing Negative Transfer in Diffusion Models
Go, Hyojun, Kim, JinYoung, Lee, Yunsung, Lee, Seunghyun, Oh, Shinhyeok, Moon, Hyeongdon, Choi, Seungtaek
Published in arXiv.org (30.12.2023)
Published in arXiv.org (30.12.2023)
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Paper
Journal Article
Multi-Architecture Multi-Expert Diffusion Models
Lee, Yunsung, Jin-Young, Kim, Go, Hyojun, Jeong, Myeongho, Oh, Shinhyeok, Choi, Seungtaek
Published in arXiv.org (27.12.2023)
Published in arXiv.org (27.12.2023)
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Paper
Journal Article
HarmonyView: Harmonizing Consistency and Diversity in One-Image-to-3D
Woo, Sangmin, Park, Byeongjun, Go, Hyojun, Jin-Young, Kim, Kim, Changick
Published in arXiv.org (26.12.2023)
Published in arXiv.org (26.12.2023)
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Paper
Journal Article
ScoreCL: Augmentation-Adaptive Contrastive Learning via Score-Matching Function
Jin-Young, Kim, Kwon, Soonwoo, Go, Hyojun, Lee, Yunsung, Choi, Seungtaek, Kim, Hyun-Gyoon
Published in arXiv.org (15.07.2024)
Published in arXiv.org (15.07.2024)
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Paper
Journal Article