Research output per year
Research output per year
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Dive into the research topics where Daniel Soukup is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Research output
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Encoding semantic attributes - Towards explainable AI in industry
Schneider, S. A., Antensteiner, D., Soukup, D. & Scheutz, M., 10 Aug 2023, PETRA '23: Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments. Association for Computing Machinery (ACM), p. 518–527 10 p.Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review
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Encoding semantic properties - Unveiling explainable AI for industrial inspection
Schneider, S. A., Antensteiner, D. (Speaker), Soukup, D. & Scheutz, M., 25 Oct 2023.Research output: Poster presentation without proceedings
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Analysis of Future Potential of Autoencoders in Industrial Defect Detection
Schneider, S. A. (Speaker), Antensteiner, D., Soukup, D. & Scheutz, M., 2022, Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. p. 282-289 8 p.Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review
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Analysis of second phase particles in metals using deep learning: Segmentation of nanoscale dispersoids in 6xxx series aluminium alloys (Al-Mg-Si)
Arnoldt, A. R., Semmelrock, L., Soukup, D. & Österreicher, J., 2022, In: Materials Characterization. 191, 112138, 1 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Autoencoders - A comparative Analysis in the Realm of Anomaly Detection
Schneider, S. A. (Speaker), Antensteiner, D., Soukup, D. & Scheutz, M., 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). p. 1985-1991 7 p.Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review
Activities
- 9 Presentation at a scientific conference / workshop
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Autoencoders - A comparative Analysis in the Realm of Anomaly Detection
Schneider, S. A. (Speaker, invited), Soukup, D. (Author, invited) & Scheutz, M. (Author, invited)
27 Oct 2022 → 28 Oct 2022Activity: Talk or presentation / Lecture › Presentation at a scientific conference / workshop
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Responsible Introduction of AI in Industrial Inspection Processes
Kapeller, C. (Speaker), Soukup, D. (Author) & Ruisz, J. (Author)
4 Oct 2022 → 6 Oct 2022Activity: Talk or presentation / Lecture › Presentation at a scientific conference / workshop
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Deep Learning in Industrial Quality Inspection
Soukup, D. (Speaker, invited)
5 Apr 2022Activity: Talk or presentation / Lecture › Presentation at a scientific conference / workshop
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Bridging the knoweldge gap between experts & AI - Torwards Cooperative Learning
Raml, B. (Speaker) & Soukup, D. (Author)
5 Oct 2021 → 7 Oct 2021Activity: Talk or presentation / Lecture › Presentation at a scientific conference / workshop
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A survey of autoencoders for anomaly detection in the realm of industrial imaging
Schneider, S. A. (Speaker), Antensteiner, D. (Author), Soukup, D. (Author) & Scheutz, M. (Author)
5 Oct 2021 → 7 Oct 2021Activity: Talk or presentation / Lecture › Presentation at a scientific conference / workshop