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Martin Mundt; Steven Lang; Quentin Delfosse; Kristian Kersting

CLEVA-Compass: A Continual Learning Evaluation Assessment Compass to Promote Research Transparency and Comparability

In: The Tenth International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2022), April 25-29, …
Felix Friedrich; Patrick Schramowski; Christopher Tauchmann; Kristian Kersting

Interactively Providing Explanations for Transformer Language Models

In: Stefan Schlobach; María Pérez-Ortiz; Myrthe Tielman (Hrsg.). HHAI 2022: Augmenting Human Intellect - Proceedings of the First International …
Patrick Schramowski; Christopher Tauchmann; Kristian Kersting

Can Machines Help Us Answering Question 16 in Datasheets, and In Turn Reflecting on Inappropriate Content?

In: FAccT '22: Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency. ACM Conference on Fairness, Accountability, and …
Lukas Struppek; Dominik Hintersdorf; Daniel Neider; Kristian Kersting

Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash

In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency. ACM Conference on Fairness, Accountability, and Transparency (ACM …
Wolfgang Stammer; Marius Memmel; Patrick Schramowski; Kristian Kersting

Interactive Disentanglement: Learning Concepts by Interacting with their Prototype Representations

In: IEEE/CVF Conference on Computer Vision and Pattern Recognition. International Conference on Computer Vision and Pattern Recognition (CVPR-2022), …
Mei Ling Fang; Devendra Singh Dhami; Kristian Kersting

DP-CTGAN: Differentially Private Medical Data Generation Using CTGANs

In: Martin Michalowski; Syed Sibte Raza Abidi; Samina Abidi (Hrsg.). Artificial Intelligence in Medicine - 20th International Conference on Artificial …
Thorsten Schoormann; Friedemann Kammler; Paul Christoph Gembarski; Simon Hagen

2. Workshop: Nachhaltige Wertschöpfungssysteme (NaWerSys)

In: Daniel Demmler; Daniel Krupka; Hannes Federrath (Hrsg.). Lecture Notes in Informatics (LNI) - Proceedings, Volume P-326. Jahrestagung der …
Christian Müller; Roland Vogt; Andreas Nonnengart; Matthias Klusch; André Meyer-Vitali

Security of AI Systems: Fundamentals - Security Aspects of Symbolic and Hybrid AI Systems

BSI Federal Office for Information Security, BSI Bericht, 2022.
Soniya Vijayakumar

Interpretability in Activation Space Analysis of Transformers: A Focused Survey

In: AIMLAI' 22 Workshop. ACM International Conference on Information and Knowledge Management (CIKM-2022), October 17-21, Atlanta, Georgia, USA, CEUR …
Amos Smith; Jeremy Coffelt; Kai Lingemann

A Deep Learning Framework for Semantic Segmentation of Underwater Environments

In: OCEANS 22 Hampton Roads. OCEANS MTS/IEEE Conference (OCEANS-2022), October 17-20, Hampton Roads, VA, USA, IEEE, 10/2022.

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