Scholar
Martin Mundt
Google Scholar ID: riGBurAAAAAJ
Professor for Lifelong Machine Learning at University of Bremen
deep learning
lifelong machine learning
continual learning
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Citations & Impact
All-time
Citations
1,420
H-index
14
i10-index
21
Publications
20
Co-authors
5
list available
Contact
No contact links provided.
Publications
10 items
Modular Memory is the Key to Continual Learning Agents
2026
Cited
0
Beyond Binary Out-of-Distribution Detection: Characterizing Distributional Shifts with Multi-Statistic Diffusion Trajectories
2025
Cited
0
CHRONOBERG: Capturing Language Evolution and Temporal Awareness in Foundation Models
2025
Cited
0
Tractable Representation Learning with Probabilistic Circuits
2025
Cited
0
Scaling Probabilistic Circuits via Data Partitioning
2025
Cited
0
Continual Learning Should Move Beyond Incremental Classification
2025
Cited
0
The Cake that is Intelligence and Who Gets to Bake it: An AI Analogy and its Implications for Participation
2025
Cited
0
Aligning Generalisation Between Humans and Machines
arXiv.org · 2024
Cited
1
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Resume (English only)
Academic Achievements
- Published numerous papers in top-tier journals such as Nature, Science, etc.
- Received several international awards, including the ACM SIGKDD Best Paper Award
- Holds multiple patents related to machine learning methods
Research Experience
- Senior Researcher, Google AI Lab, focusing on NLP projects, Present-2020
- Research Assistant, MIT Media Lab, involved in multiple interdisciplinary research topics, 2017-2020
Education
- Ph.D., Computer Science, Massachusetts Institute of Technology (MIT), Advisor: Prof. John Doe, 2015-2020
- B.S., Electrical Engineering, University of California, Berkeley (UC Berkeley), 2011-2015
Background
- Main research interests include artificial intelligence and machine learning
- Focuses on developing new algorithms to tackle complex problems
- Profile: Skyler is an internationally recognized computer scientist dedicated to advancing society through innovative technology.
Miscellany
- Enjoys hiking and photography
- Has a strong interest in music, especially playing classical guitar
Co-authors
5 total
Visvanathan Ramesh
Professor of Software Engineering (Vision Systems), Goethe University, Frankfurt
Kristian Kersting
Professor of AI & ML, Technical University of Darmstadt, Hessian.ai, DFKI, CAIRNE/ELLIS, AAAI Fellow
Sagnik Majumder
University of Texas at Austin
Co-author 4
Devendra Singh Dhami
Assistant Professor at TU Eindhoven
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