Mario Trapp
Professor
Researches safety engineering for resilient cognitive systems, such as runtime safety assurance of AI-based autonomous systems.
Mario Trapp's lab at TUM works on autonomous vehicles & drones, computational neuroscience & cognition and embodied & active vision. 11 papers since 2023, 2 at top venues, mostly CVPR and NeurIPS. 10 PhD students.
At a glance
- papers, 2023–2026
- 3/ year
- at T1 venues
- 18%
- PhD students
- 10
- MS students
- 0
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 1 papers2026 · T1 1 · collecting
- 5 papers2025 · T1 1
- 4 papers2024 · T1 0
- 1 papers2023 · T1 0
T1 venuesOtherVenues: CVPR, NeurIPS
Research focuspaper titles that use each topic's words
- safety3 papers
- Autonomous vehicles & drones1 paper
- Computational neuroscience & cognition0 papers
- Embodied & active vision0 papers
- cognitive systems0 papers
Paper list
From DBLP.
20261 paper
20255 papers
- NeurIPS (T1)Extremely Simple Multimodal Outlier Synthesis for Out-of-Distribution Detection and Segmentation (opens in a new tab)
- SAFECOMPFacilitating Fault Tree Analysis with Generative AI (opens in a new tab)
- SEAMS@ICSEModeling Safe Adaptation Spaces for Self-Adaptive Systems Using Contextual Safety Concept Trees (opens in a new tab)
- SAFECOMPSafe Adversarial Control Through Interaction (opens in a new tab)
- EDCCSOTIF-Analysis Using Fuzzy Cause Trees (opens in a new tab)
20244 papers
- EDCCAutomatic Deduction of the Impact of Context Variability on System Safety Goals (opens in a new tab)
- AAAI Spring SymposiaConcept-Guided LLM Agents for Human-AI Safety Codesign (opens in a new tab)
- Dagstuhl ReportsMethods and Tools for the Engineering and Assurance of Safe Autonomous Systems (Dagstuhl Seminar 24151) (opens in a new tab)
- IVOnline Identification of Operational Design Domains of Automated Driving System Features* (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to TUMRolling
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Computer Science Doctorate (CIT)
- Round
- Rolling (position-based)
- Opens
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- GRE
- See program page
- English
- Very good written and spoken English; no minimum test score
- Fee
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Confirmed on the program page.
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Data
Some numbers could not be verified:
- The alumni list could not be found on the lab site.
- Collected
- Verified
- Papers
- DBLP
- Members
- Lab homepage
- Alumni
- Not collected
Tiers are venue classifications, not lab rankings.