Philipp Benz
Philipp Benz
kaist.ac.kr의 이메일 확인됨
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Understanding adversarial examples from the mutual influence of images and perturbations
C Zhang, P Benz, T Imtiaz, IS Kweon
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
482020
Cd-uap: Class discriminative universal adversarial perturbation
C Zhang, P Benz, T Imtiaz, IS Kweon
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 6754-6761, 2020
252020
Revisiting batch normalization for improving corruption robustness
P Benz, C Zhang, A Karjauv, IS Kweon
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
232021
Resnet or densenet? introducing dense shortcuts to resnet
C Zhang, P Benz, DM Argaw, S Lee, J Kim, F Rameau, JC Bazin, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
202021
Udh: Universal deep hiding for steganography, watermarking, and light field messaging
C Zhang, P Benz, A Karjauv, G Sun, IS Kweon
Advances in Neural Information Processing Systems 33, 10223-10234, 2020
202020
Double targeted universal adversarial perturbations
P Benz, C Zhang, T Imtiaz, IS Kweon
Proceedings of the Asian Conference on Computer Vision, 2020
202020
Revisiting residual networks with nonlinear shortcuts
C Zhang, F Rameau, S Lee, J Kim, P Benz, DM Argaw, JC Bazin, ...
BMVC, 2019
202019
Sensor-based mobile robot navigation via deep reinforcement learning
SH Han, HJ Choi, P Benz, J Loaiciga
2018 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2018
142018
Universal adversarial perturbations through the lens of deep steganography: Towards a fourier perspective
C Zhang, P Benz, A Karjauv, IS Kweon
arXiv preprint arXiv:2102.06479, 2021
122021
Batch normalization increases adversarial vulnerability: Disentangling usefulness and robustness of model features
P Benz, C Zhang, IS Kweon
arXiv preprint arXiv:2010.03316, 2020
122020
A survey on universal adversarial attack
C Zhang, P Benz, C Lin, A Karjauv, J Wu, IS Kweon
arXiv preprint arXiv:2103.01498, 2021
102021
Data from model: Extracting data from non-robust and robust models
P Benz, C Zhang, T Imtiaz, IS Kweon
arXiv preprint arXiv:2007.06196, 2020
92020
Propose-and-attend single shot detector
HD Jang, S Woo, P Benz, J Park, IS Kweon
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
92020
Fast perception, planning, and execution for a robotic butler: Wheeled humanoid m-hubo
M Lee, Y Heo, J Park, HD Yang, HD Jang, P Benz, H Park, IS Kweon, ...
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2019
92019
Robustness may be at odds with fairness: An empirical study on class-wise accuracy
P Benz, C Zhang, A Karjauv, IS Kweon
NeurIPS 2020 Workshop on Pre-registration in Machine Learning, 325-342, 2021
82021
A brief survey on deep learning based data hiding, steganography and watermarking
C Zhang, C Lin, P Benz, K Chen, W Zhang, IS Kweon
arXiv preprint arXiv:2103.01607, 2021
72021
Universal Adversarial Training with Class-Wise Perturbations
P Benz, C Zhang, A Karjauv, IS Kweon
2021 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2021
62021
Towards Robust Data Hiding Against (JPEG) Compression: A Pseudo-Differentiable Deep Learning Approach
C Zhang, A Karjauv, P Benz, IS Kweon
arXiv preprint arXiv:2101.00973, 2020
22020
Adversarial Robustness Comparison of Vision Transformer and MLP-Mixer to CNNs
P Benz, S Ham, C Zhang, A Karjauv, IS Kweon
arXiv preprint arXiv:2110.02797, 2021
12021
Robustness comparison of vision transformer and MLP-Mixer to CNNs
P Benz, C Zhang, S Ham, A Karjauv, I Kweon
CVPR 2021 Workshop on Adversarial Machine Learning in Real-World Computer …, 2021
12021
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학술자료 1–20