Items where Division is "Mario Fritz (MF)" and Year is 2021

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Number of items: 18.

Conference or Workshop Item (A Paper)

Abdelnabi, Sahar and Fritz, Mario
(2021) Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding.
In: 42nd IEEE Symposium on Security and Privacy (S&P'21), May 24-28, Virtual.
Conference: SP IEEE Symposium on Security and Privacy

Abdelnabi, Sahar and Fritz, Mario
(2021) "What's in the box?!": Deflecting Adversarial Attacks by Randomly Deploying Adversarially-Disjoint Models.
In: Moving Target Defense Workshop in conjuncture with CCS.
Conference: UNSPECIFIED

Bhattacharyya, Apratim and Reino, Daniel Olmeda and Fritz, Mario and Schiele, Bernt
(2021) Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers.
In: 34th IEEE Conference on Computer Vision and Pattern Recognition.
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Böhle, Moritz and Fritz, Mario and Schiele, Bernt
(2021) Convolutional Dynamic Alignment Networks for Interpretable Classifications.
In: 34th IEEE Conference on Computer Vision and Pattern Recognition.
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Hajipour, Hossein and Bhattacharyya, Apratim and Staicu, Cristian-Alexandru and Fritz, Mario
(2021) SampleFix: Learning to Generate Functionally Diverse Fixes.
In: International Workshop on Machine Learning in Software Engineering in conjuncture with ECML PKDD.
Conference: UNSPECIFIED

Hajipour, Hossein and Bhattacharyya, Apratim and Staicu, Cristian-Alexandru and Fritz, Mario
(2021) SampleFix: Learning to Generate Functionally Diverse Fixes.
In: 1st International Workshop on Machine Learning in Software Engineering, 17 Sep 2021.
Conference: UNSPECIFIED
(Submitted)

Hajipour, Hossein and Malinowski, Mateusz and Fritz, Mario
(2021) IReEn: Iterative Reverse-Engineering of Black-Box Functions via Neural Program Synthesis.
In: International Workshop on Machine Learning in Software Engineering in conjunction with ECML PKDD.
Conference: UNSPECIFIED

Hanzlik, Lucjan and Zhang, Yang and Grosse, Kathrin and Salem, Ahmed and Augustin, Maximilian and Backes, Michael and Fritz, Mario
(2021) MLCapsule: Guarded Offline Deployment of Machine Learning as a Service.
In: 2021 IEEE CVPR Workshop on Fair, Data Efficient and Trusted Computer Vision.
Conference: ECCV European Conference on Computer Vision

He, Yang and Yu, Ning and Keuper, Margret and Fritz, Mario
(2021) Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis.
In: 30th International Joint Conference on Artificial Intelligence (IJCAI).
Conference: IJCAI International Joint Conference on Artificial Intelligence

Ke, Qiuhong and Fritz, Mario and Schiele, Bernt
(2021) Future Moment Assessment for Action Query.
In: IEEE Winter Conference on Applications of Computer Vision (WACV ’21).
Conference: WACV IEEE Workshop on Applications of Computer Vision

Lorenz, Tobias and Ruoss, Anian and Balunović, Mislav and Singh, Gagandeep and Vechev, Martin
(2021) Robustness Certification for Point Cloud Models.
In: IEEE International Conference on Computer Vision (ICCV), 2021, Virtual.
Conference: ICCV IEEE International Conference on Computer Vision
(In Press)

Rahimian, Shadi and Orekondy, Tribhuvanesh and Fritz, Mario
(2021) Differential Privacy Defenses and Sampling Attacks for Membership Inference.
In: 14th ACM Workshop on Artificial Intelligence and Security, co-located with the 28th ACM Conference on Computer and Communications Security.
Conference: AISec ACM Workshop on Artificial Intelligence and Security

Wang, Hui-Po and Orekondy, Tribhuvanesh and Fritz, Mario
(2021) InfoScrub: Towards Attribute Privacy by Targeted Obfuscation.
In: 2021 IEEE CVPR Workshop on Fair, Data Efficient and Trusted Computer Vision.
Conference: ECCV European Conference on Computer Vision

Wang, Hui-Po and Yu, Ning and Fritz, Mario
(2021) Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs.
In: 34th IEEE Conference on Computer Vision and Pattern Recognition.
Conference: CVPR IEEE Conference on Computer Vision and Pattern Recognition

Yu, Ning and Liu, Guilin and Dundar, Aysegul and Tao, Andrew and Catanzaro, Bryan and Davis, Larry and Fritz, Mario
(2021) Dual Contrastive Loss and Attention for GANs.
In: IEEE International Conference on Computer Vision (ICCV) 2021, Virtual.
Conference: ICCV IEEE International Conference on Computer Vision

Yu, Ning and Skripniuk, Vladislav and Abdelnabi, Sahar and Fritz, Mario
(2021) Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data.
In: IEEE International Conference on Computer Vision (ICCV), 2021, Virtual.
Conference: ICCV IEEE International Conference on Computer Vision

Article

Losch, Max and Fritz, Mario and Schiele, Bernt
(2021) Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations.
International Journal of Computer Vision (IJCV). ISSN 1573-1405

Oestreich, Marie and Chen, Dingfan and Schultze, Joachim L. and Fritz, Mario and Becker, Matthias
(2021) Privacy considerations for sharing genomics data.
EXCLI Journal Eperimental and Clinical Sciences, 20. pp. 1243-1260. ISSN 1611-2156

This list was generated on Mon May 6 23:20:56 2024 CEST.
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