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Batch Normalization Increases Adversarial Vulnerability and Decreases Adversarial Transferability: A Non-Robust Feature Perspective

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저 자	Philipp Benz, Chaoning Zhang, In So Kweon
학 회	IEEE International Conference on Computer Vision (ICCV)
논문일시(Year)	2021
논문일시(Month)	10

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Prev Less Can Be More: Sound Source Localization With a Classifica... Less Can Be More: Sound Source Localization With a Classifica... 2021.10.07by Data-Free Universal Adversarial Perturbation and Black-Box Attack Next Data-Free Universal Adversarial Perturbation and Black-Box Attack 2021.10.05by 관리자

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List of Articles
650.	Identification of Vehicle Dynamics Model and Lever-arm for Arbitrarily Mounted Motion Sensor Yoonjin Hwang, Yongseop Jeong, In So Kweon, Seibum Choi IEEE Sensors 2021 / 12
649.	Investigating Top-k White-Box and Transferable Black-box Attack Chaoning Zhang, Philip Benz, Adil Karjauv, JaeWon Cho, Kang Zhang, In So Kweon Computer Vision and Pattern Recognition, CVPR 2022 / 03
648.	DASO: Distribution-Aware Semantics-Oriented Pseudo-Label for Imbalanced Semi-Supervised Learning Youngtaek Oh, Dong-Jin Kim, and In So Kweon Computer Vision and Pattern Recognition, CVPR 2022 / 03
647.	Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo Chaoning Zhang*, Kang Zhang,∗, Trung X. Pham,∗, Axi Niu, Zhinan Qiao Chang D. Yoo, In So Kweon Computer Vision and Pattern Recognition, CVPR 2022 / 03
646.	TubeFormer-DeepLab: Video Mask Transformer Dahun Kim, Jun Xie, Huiyu Wang, Siyuan Qiao, Qihang Yu, Hong-Seok Kim,Hartwig Adam, In So Kweon, Liang-Chieh Chen Computer Vision and Pattern Recognition, CVPR 2022 / 03
645.	Per-Clip Video Object Segmentation Kwanyong Park, Sanghyun Woo, Seoung Wug Oh, In So Kweon, Joon-Young Lee Computer Vision and Pattern Recognition, CVPR 2022 / 03
644.	MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation Inkyu Shin, Yi-Hsuan Tsai, Samuel Schulter, Bingbing Zhuang, Buyu Liu, Sparsh Garg, In So Kweon, Kuk-Jin Yoon Computer Vision and Pattern Recognition, CVPR 2022 / 03
643.	Restoration of Video Frames from a Single Blurred Image with Motion Understanding Dawit Mureja Argaw, Junsik Kim, Francois Rameau, Chaoning Zhang, In So Kweon Computer Vision and Pattern Recognition Workshop, CVPRW 2022 / 03
642.	Long-term Video Frame Interpolation via Feature Propagation Dawit Mureja Argaw, In So Kweon Computer Vision and Pattern Recognition, CVPR 2022 / 03
641.	UDA-COPE: Unsupervised Domain Adaptation for Category-level Object Pose Estimation Taeyeop Lee, Byeong-Uk Lee, Inkyu Shin, Jaesung Choe, Ukcheol Shin, In So Kweon, Kuk-Jin Yoon Computer Vision and Pattern Recognition, CVPR 2022 / 03
640.	Adaptive Cost Volume Fusion Network for Multi-Modal Depth Estimation in Changing Environments Jinsun Park, Yongseop Jeong, Kyungdon Joo, Donghyeon Cho, and In So Kweon IEEE Robotics and Automation Letters 2022 / 2
639.	MC-Calib: A generic and robust calibration toolbox for multi-camera systems Francois Rameau, Jinsun Park, Oleksandr Bailo, In So Kweon Computer Vision and Image Understanding 2022 / 1
638.	Real-Time Multi-Car Localization and See-Through System Francois Rameau, Oleksandr Bailo, Jinsun Park, Kyungdon Joo, In So Kweon International Journal of Computer Vision 2022 / 1
637.	MCDAL: Maximum Classifier Discrepancy for Active Learning Jae Won Cho, Dong-Jin Kim, Yunjae Jung, In So Kweon (*Equal Contribution) IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 2022 / 02
636.	Learning Sound Localization Better from Semantically Similar Samples Arda Senocak, Hyeonggon Ryu, Junsik Kim*, In So Kweon IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022 / 5
635.	PointRecon: Deep Point Cloud Reconstruction Jaesung Choe, Byeonin Joung, Francois Rameau, Jaesik Park, and In So Kweon International Conference on Learning Representations (ICLR) 2022/04 /
634.	Single-Modal Entropy based Active Learning for Visual Question Answering Dong-Jin Kim, Jae Won Cho, Jinsoo Choi, Yunjae Jung, In So Kweon (*Equal Contribution) British Machine Vision Conference (BMVC) 2021 / 11
633.	Lane Detection Aided Online Dead Reckoning for GNSS Denied Environments Jinhwan Jeon, Yoonjin Hwang, Yongseop Jeong, Sangdon Park, In So Kweon and Seibum B. Choi Sensors 2021 / 10
632.	Less Can Be More: Sound Source Localization With a Classification Model Arda Senocak, Hyeonggon Ryu, Junsik Kim*, In So Kweon IEEE Winter Conference on Applications of Computer Vision (WACV) 2022 / 1
»	Batch Normalization Increases Adversarial Vulnerability and Decreases Adversarial Transferability: A Non-Robust Feature Perspective Philipp Benz, Chaoning Zhang, In So Kweon IEEE International Conference on Computer Vision (ICCV) 2021 / 10

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