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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CRAX: Parameter-Efficient Fine-Tuning of SAM2 for Interactive Crack Annotation
Hendrichovsky, F. (Author and Speaker), Pickl, R., Bednar, L. & Soukup, D., 2026, Proceedings of the 21st International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP. Furnari, A. & Radeva, P. (eds.). Vol. 1. p. 689-700 12 p.Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review
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Instruction-Based Self-Supervised Online Training of the Perceptual Subsystem of a Cognitive Robotic Architecture
Schneider, S. A., Krause, E., Soukup, D. & Scheutz, M., 13 Oct 2025, Twelfth Annual Conference on Advances in Cognitive Systems: Proceedings of the Twelfth Annual Conference on Advances in Cognitive Systems. Vol. ACS-2025. p. 293-312Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review
Open Access -
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
Activities
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Semantic Attribute Encoding for Industry-Collaborative AI
Schneider, S. A. (Speaker), Antensteiner, D. (Author), Soukup, D. (Author) & Scheutz, M. (Author)
8 Nov 2024Activity: Talk or presentation / Lecture › Presentation at a conference / workshop for industry or public institution
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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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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
Prizes
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Generating Human-Understandable Descriptions of Novel Objects for Verbal Interactions with Edge-Based Robots
Schneider, S. A. (Recipient), Krause, E. (Recipient), Fawn, M. (Recipient), Antensteiner, D. (Recipient), Beleznai, C. (Recipient), Soukup, D. (Recipient) & Scheutz, M. (Recipient), 4 Mar 2026
Prize: Prize/Award › Best paper award in journal / conference