Research output per year
Research output per year
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Dive into the research topics where Olga Saukh is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Artifacts (REDS: Resource-Efficient Deep Subnetworks for Dynamic Resource Constraints)
Corti, F., Maag, B., Schauer, J., Pferschy, U. & Saukh, O., 20 Mar 2024Research output: Non-print form › Data set/Database
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Artifacts (Subspace-Configurable Networks)
Wang, D., Saukh, O., He, X. & Thiele, L., 17 Jul 2024Research output: Non-print form › Data set/Database
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Breaking the Illusion: Real-world Challenges for Adversarial Patches in Object Detection
Shack, J., Petrovic, K. & Saukh, O., 23 Oct 2024, arXiv, 21 p.Research output: Working paper › Preprint
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Breaking the Illusion: Real-world Challenges for Adversarial Patches in Object Detection
Shack, J., Petrovic, K. & Saukh, O., 10 Dec 2024. 6 p.Research output: Contribution to conference › Paper › peer-review
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DataComp: In search of the next generation of multimodal datasets
Yitzhak Gadre, S., Ilharco, G., Fang, A., Hayase, J., Smyrnis, G., Nguyen, T., Marten, R., Wortsman, M., Ghosh, D., Zhang, J., Orgad, E., Entezari, R., Daras, G., Pratt, S., Ramanujan, V., Bitton, Y., Marathe, K., Mussmann, S., Vencu, R. & Cherti, M. & 14 others, , 30 May 2024, NIPS '23: Proceedings of the 37th International Conference on Neural Information Processing Systems. p. 27092 - 27112 21 p. 1179. (Advances in Neural Information Processing Systems; vol. 36).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access
Activities
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Distinguished Lecture: Empowering Edge Devices with TinyML
Saukh, O. (Speaker)
30 Jan 2024Activity: Talk or presentation › Public lecture or debate › Science to science
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Breaking the Illusion: Real-world Challenges for Adversarial Patches in Object Detection
Petrovic, K. (Speaker), Shack, J. (Contributor) & Saukh, O. (Contributor)
10 Dec 2024Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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ML for Dependable Systems: Beyond Black Boxes
Saukh, O. (Speaker)
8 Jul 2024Activity: Talk or presentation › Invited talk › Science to public
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23rd ACM/IEEE International Conference on Information Processing in Sensor Networks: IPSN 2024 (Event)
Saukh, O. (Peer reviewer)
13 May 2024 → 16 May 2024Activity: Publication peer-review or editorial work › Peer review of manuscripts
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Sensor-Guided Adaptive Machine Learning on Resource-Constrained Devices
Papst, F. (Speaker) & Saukh, O. (Contributor)
19 Nov 2024Activity: Talk or presentation › Talk at conference or symposium › Science to science
Prizes
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Best Paper Award
Einsiedler, J. (Recipient), Cheng, Y. (Recipient), Papst, F. (Recipient) & Saukh, O. (Recipient), 16 Jul 2021
Prize: Prizes / Medals / Awards
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Best Paper Award
Gherman, M.-P. (Recipient), Cheng, Y. (Recipient), Gomez, A. (Recipient) & Saukh, O. (Recipient), 8 Jul 2021
Prize: Prizes / Medals / Awards
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Best Paper Runner-Up
Cheng, Y. (Recipient), Saukh, O. (Recipient) & Thiele, L. (Recipient), 3 Oct 2021
Prize: Prizes / Medals / Awards
Press/Media
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NET-IT: A Next Generation Intelligent Network Research Agenda
Hummel, K. A., Smith, P., Tauber, M., Dorfinger, P. & Saukh, O.
3/04/23
1 Media contribution
Press/Media: Press / Media
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Pollenmessystem der TU Graz analysiert Pollen schnell, günstig und automatisch
2/04/20
1 Media contribution
Press/Media: Press / Media
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Zusammenspiel von Mensch und Maschine in komplexen Produktionssystemen
1/07/18
1 Media contribution
Press/Media: Press / Media
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SeRWas - Secure Resilient Water Management
Muschalla, D. (Co-Investigator (CoI)), Saukh, O. (Co-Investigator (CoI)), Römer, K. U. (Co-Investigator (CoI)) & Petrovic, K. (Co-Investigator (CoI))
1/11/23 → 30/11/25
Project: Research project
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E-MINDS - Embedded Intelligence for wireless communication services
Saukh, O. (Co-Investigator (CoI)), Römer, K. U. (Co-Investigator (CoI)), Krisper, M. (Co-Investigator (CoI)) & Wang, D. (Co-Investigator (CoI))
1/09/22 → 31/03/25
Project: Research project
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FWF - DENISE - Doctoral School for Dependable Electronic-Based Systems
Mütze, A. (Co-Investigator (CoI)), Saukh, O. (Co-Investigator (CoI)), Römer, K. U. (Co-Investigator (CoI)), Boano, C. A. (Co-Investigator (CoI)), Corti, F. (Co-Investigator (CoI)), Schuß, M. (Co-Investigator (CoI)), Mohamed Hydher, M. H. (Co-Investigator (CoI)) & Dawara, A. A. (Co-Investigator (CoI))
1/05/22 → 30/04/26
Project: Research project
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CORVETTE - Cognitive sensing for vehicle fleet driven data services
Saukh, O. (Co-Investigator (CoI)), Römer, K. U. (Co-Investigator (CoI)), Krisper, M. (Co-Investigator (CoI)) & Papst, F. (Co-Investigator (CoI))
1/05/21 → 31/03/25
Project: Research project
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LocSense - Dependable Localization and Sensing Services for cognitive products
Römer, K. U. (Co-Investigator (CoI)), Diwold, K. (Co-Investigator (CoI)), Cao, N. (Co-Investigator (CoI)) & Saukh, O. (Co-Investigator (CoI))
15/12/20 → 31/03/21
Project: Research project