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Anzahl der Publikationen: 8
Zeitschriftenartikel
Gu, Jindong und Tresp, Volker
(2020):
Improving the Robustness of Capsule Networks to Image Affine Transformations.
In: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): S. 7283-7291
Gu, Jindong und Tresp, Volker
(2020):
Search for Better Students to Learn Distilled Knowledge.
In: ECAI 2020: 24th European Conference on Artificial Intelligence, Bd. 325: S. 1159-1165
Gu, Jindong; Yang, Yinchong und Tresp, Volker
(2019):
Understanding Individual Decisions of CNNs via Contrastive Backpropagation.
In: Computer Vision - Accv 2018, Pt Iii, Bd. 11363: S. 119-134
Konferenzbeitrag
Gu, Jindong; Tresp, Volker und Qin, Yao
(2022):
Are Vision Transformers Robust to Patch Perturbations?
Computer Vision – ECCV 2022, Tel Aviv, Israel, October 23–27, 2022.
Avidan, Shai; Brostow, Gabriel; Cissé, Moustapha; Farinella, Giovanni Maria und Hassner, Tal (Hrsg.):
In: Computer Vision – ECCV 2022. 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part I,
Bd. 13672
Springer. S. 404-421
Gu, Jindong; Zhao, Hengshuang; Tresp, Volker und Qin, Yao
(2022):
SegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness.
Computer Vision – ECCV 2022, Tel Aviv, Israel, October 23–27, 2022.
Avidan, Shai; Brostow, Gabriel; Cissé, Moustapha; Farinella, Giovanni Maria und Hassner, Tal (Hrsg.):
In: Computer Vision – ECCV 2022. 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XXIX,
Bd. 13689
Springer. S. 308-325
Wu, Boxi; Gu, Jindong; Li, Zhifeng; Cai, Deng; He, Xiaofei und Liu, Wei
(2022):
Towards Efficient Adversarial Training on Vision Transformers.
17th European Conference on Computer Vision (ECCV 2022), Tel Aviv, Israel, October 23–27, 2022.
In: Computer Vision – ECCV 2022. 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XIII, Lecture Notes in Computer Science
Bd. 13673
Cham: Springer. S. 307-325
Gu, Jindong; Zhao, Rui und Tresp, Volker
(2021):
Semantics for Global and Local Interpretation of Deep Convolutional Neural Networks.
2021 International Joint Conference on Neural Networks (IJCNN), Shenzhen, China, 18-22 July 2021.
In: 2021 International Joint Conference on Neural Networks (IJCNN),
IEEE. S. 1-8
Gu, Jindong; Tresp, Volker und Hu, Han
(2021):
Capsule Network is Not More Robust than Convolutional Network.
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, TN, USA, 20-25 June 2021.
In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
New York: IEEE. S. 14304-14312