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Marius Gassen; Benjamin Hättasch; Benjamin Hilprecht; Nadja Geisler; Alexander Fraser; Carsten Binnig

Demonstrating CAT: Synthesizing Data-Aware Conversational Agents for Transactional Databases

In: Proceedings of the VLDB Endowment (PVLDB), Vol. 15, No. 12, Pages 3586-3589, Association for Computing Machinery (ACM), 2022.
Benjamin Hilprecht; Carsten Binnig

Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction

In: Proceedings of the VLDB Endowment (PVLDB), Vol. 15, No. 11, Pages 2361-2374, Association for Computing Machinery (ACM), 2022.
Benjamin Hilprecht; Carsten Binnig

One Model to Rule them All: Towards Zero-Shot Learning for Databases

In: 12th Conference on Innovative Data Systems Research, CIDR 2022. Conference on Innovative Data Systems Research (CIDR-2022), January 9-12, …
Nijat Mehdiyev; Lea Götz; Johannes Lahann; Peter Fettke

Deep learning-based clustering of processes and their visual exploration: An industry 4.0 use case for small, medium‐sized enterprises

In: Expert Systems (EXSY), Vol. 39, Pages 1-24, Wiley, 2022.
Mirella Hladký

What’s so funny about shame? Functions of smiling and laughing in the context of shame – a mixed method approach

Mastersthesis, FernUniversität Hagen, 2022.
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.
Niklas Funk; Georgia Chalvatzaki; Boris Belousov; Jan Peters

Learn2assemble with structured representations and search for robotic architectural construction

In: Aleksandra Faust; David Hsu; Gerhard Neumann (Hrsg.). Proceedings of the 5th Conference on Robot Learning. Conference on Robot Learning …

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