Objective
SDaC ("Smart Design and Construction") is an intelligent platform that forms the basis for artificial intelligence (AI) applications in planning and production processes in the construction industry. With the help of this platform, the basis for the transformation of the construction industry is created by making construction in the future transparent, proactive and incorporating the knowledge of all project stakeholders. The consortium includes the Institute for Technology and Management in Construction Operations (TMB) and the Karlsruhe Service Research Institute (KSRI) of the Karlsruhe Institute of Technology (KIT), Goldbeck GmbH, digitales bauen GmbH and Bauwirtschaft BW e.V.
Funding
BMWi
Duration
15.04.2020 – 15.04.2023
Website
Partners
Involved DSI Researchers
- Dr.-Ing. Michael Vössing (Project Lead)
- Patrick Hemmer
- Johannes Jakubik
Publications
2023
Conference Papers
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation
Blumenstiel, B.; Jakubik, J.; Kühne, H.; Vössing, M.
2023. 37th Conference on Neural Information Processing Systems (NeurIPS 2023). doi:10.48550/arXiv.2306.15521
Blumenstiel, B.; Jakubik, J.; Kühne, H.; Vössing, M.
2023. 37th Conference on Neural Information Processing Systems (NeurIPS 2023). doi:10.48550/arXiv.2306.15521
Learning to Defer with Limited Expert Predictions
Hemmer, P.; Thede, L.; Vössing, M.; Jakubik, J.; Kühl, N.
2023. Proceedings of the 37th AAAI Conference on Artificial Intelligence, Washington, DC, February 7-14, 2023
Hemmer, P.; Thede, L.; Vössing, M.; Jakubik, J.; Kühl, N.
2023. Proceedings of the 37th AAAI Conference on Artificial Intelligence, Washington, DC, February 7-14, 2023
2022
Conference Papers
Instance Selection Mechanisms for Human-in-the-Loop Systems in Few-Shot Learning
Jakubik, J.; Blumenstiel, B.; Vössing, M.; Hemmer, P.
2022. Wirtschaftsinformatik 2022 : Proceedings. Bd.: 6, AIS eLibrary (AISeL)
Jakubik, J.; Blumenstiel, B.; Vössing, M.; Hemmer, P.
2022. Wirtschaftsinformatik 2022 : Proceedings. Bd.: 6, AIS eLibrary (AISeL)
Designing a Human-in-the-Loop System for Object Detection in Floor Plans
Jakubik, J.; Hemmer, P.; Vössing, M.; Blumenstiel, B.; Bartos, A.; Mohr, K.
2022. Proceedings of the 36th Annual Conference on Innovative Applications of Artificial Intelligence (IAAI 2022), Online, 22.02.2022-01.03.2022, 12524–12530, Association for the Advancement of Artificial Intelligence (AAAI). doi:10.1609/aaai.v36i11.21522
Jakubik, J.; Hemmer, P.; Vössing, M.; Blumenstiel, B.; Bartos, A.; Mohr, K.
2022. Proceedings of the 36th Annual Conference on Innovative Applications of Artificial Intelligence (IAAI 2022), Online, 22.02.2022-01.03.2022, 12524–12530, Association for the Advancement of Artificial Intelligence (AAAI). doi:10.1609/aaai.v36i11.21522