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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Forget the data and fine-tuning! Just fold the network to compress
Wang, D., Šikić, H., Thiele, L. & Saukh, O., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 90874-90907 34 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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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., 10 Dec 2024. 6 p.Research output: Contribution to conference › Paper › peer-review
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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
Activities
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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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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
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20th Annual International Conference on Distributed Computing in Smart Systems and the Internet of Things (Event)
Saukh, O. (Peer reviewer)
29 Apr 2024 → 1 May 2024Activity: Publication peer-review or editorial work › Peer review of manuscripts
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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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Machine Learning for Dependable Systems: Beyond Black Boxes
Saukh, O. (Speaker)
8 Jul 2024Activity: Talk or presentation › Invited talk › 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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SAFECOGNITION-AICCELERATE - AI-Cognitive Control and Enhanced Learning for Embedded Real-Time Automative Technologies and Ecosystems
Saukh, O. (Project manager on research unit)
1/04/25 → 31/03/29
Project: Research project
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FLUID-AI - Immersive intelligence transfer
Saukh, O. (Project manager on research unit)
1/04/25 → 31/03/27
Project: Research project
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EU - MSCA - ANT - Embedded AI Systems and Applications
Saukh, O. (Project manager on research unit)
1/02/25 → 31/01/29
Project: Research project
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SeRWas - Secure Resilient Water Management
Petrović, K. (Attendee / Assistant), Muschalla, D. (Project manager on research unit), Römer, K. U. (Contact person) & Saukh, O. (Project manager on research unit)
1/11/23 → 30/11/25
Project: Research project
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FWF - DENISE - Doctoral School for Dependable Electronic-Based Systems
Mohamed Hydher, M. H. (Attendee / Assistant), Schuß, M. (Attendee / Assistant), Mütze, A. (Project manager on research unit), Boano, C. A. (Attendee / Assistant), Saukh, O. (Attendee / Assistant), Römer, K. U. (Project manager on research unit), Dawara, A. A. (Attendee / Assistant), Corti, F. (Attendee / Assistant) & Römer, K. U. (Consortium manager resp. coordinator of internal research units)
1/05/22 → 30/04/26
Project: Research project