Martin Mundt
Goethe-Universität Frankfurt am Main
H-index: 12
Europe-Germany
Top articles of Martin Mundt
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Deep Classifier Mimicry without Data Access | Steven Braun Martin Mundt Kristian Kersting | 2024/4/18 | |
Where is the Truth? The Risk of Getting Confounded in a Continual World | arXiv preprint arXiv:2402.06434 | Florian Peter Busch Roshni Kamath Rupert Mitchell Wolfgang Stammer Kristian Kersting | 2024/2/9 |
BOWLL: A Deceptively Simple Open World Lifelong Learner | arXiv preprint arXiv:2402.04814 | Roshni Kamath Rupert Mitchell Subarnaduti Paul Kristian Kersting Martin Mundt | 2024/2/7 |
Designing a Hybrid Neural System to Learn Real-world Crack Segmentation from Fractal-based Simulation | Achref Jaziri Martin Mundt Andres Fernandez Visvanathan Ramesh | 2024 | |
Probabilistic Circuits That Know What They Don't Know | Fabrizio Ventola Steven Braun Yu Zhongjie Martin Mundt Kristian Kersting | 2023/7/2 | |
Self expanding neural networks | arXiv preprint arXiv:2307.04526 | Rupert Mitchell Martin Mundt Kristian Kersting | 2023/7/10 |
A wholistic view of continual learning with deep neural networks: Forgotten lessons and the bridge to active and open world learning | Neural Networks | Martin Mundt Yongwon Hong Iuliia Pliushch Visvanathan Ramesh | 2023/3/1 |
Queer in AI: a case study in community-led participatory AI | Organizers Of Queerinai Anaelia Ovalle Arjun Subramonian Ashwin Singh Claas Voelcker | 2023/6/12 | |
Masked Autoencoders are Efficient Continual Federated Learners | arXiv preprint arXiv:2306.03542 | Subarnaduti Paul Lars-Joel Frey Roshni Kamath Kristian Kersting Martin Mundt | 2023/6/6 |
Benchmarking the Second Generation of Intel SGX for Machine Learning Workloads | Lectures Nots in Informatics (LNI), BTW 2023 | Adrian Lutsch Gagandeep Singh Martin Mundt Ragnar Mogk Carsten Binnig | 2023 |
Continual causality: A retrospective of the inaugural aaai-23 bridge program | Martin Mundt Keiland W Cooper Devendra Singh Dhami Adéle Ribeiro James Seale Smith | 2023/6/4 | |
FEATHERS: Federated Architecture and Hyperparameter Search | Jonas Seng Pooja Prasad Martin Mundt Devendra Singh Dhami Kristian Kersting | 2023/3/27 | |
Continual learning: Applications and the road forward | arXiv preprint arXiv:2311.11908 | Eli Verwimp Shai Ben-David Matthias Bethge Andrea Cossu Alexander Gepperth | 2023/11/20 |
Return of the normal distribution: Flexible deep continual learning with variational auto-encoders | Neural Networks | Yongwon Hong Martin Mundt Sungho Park Yungjung Uh Hyeran Byun | 2022/10/1 |
Predictive whittle networks for time series | Zhongjie Yu Fabrizio Ventola Nils Thoma Devendra Singh Dhami Martin Mundt | 2022/8/17 | |
Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition | Journal of Imaging | Martin Mundt Iuliia Pliushch Sagnik Majumder Yongwon Hong Visvanathan Ramesh | 2022/3/31 |
CLEVA-Compass: A Continual Learning EValuation Assessment Compass to Promote Research Transparency and Comparability | Martin Mundt Steven Lang Quentin Delfosse Kristian Kersting | 2022/1/28 | |
When deep classifiers agree: Analyzing correlations between learning order and image statistics | Iuliia Pliushch Martin Mundt Nicolas Lupp Visvanathan Ramesh | 2022/10/23 | |
Towards Coreset Learning in Probabilistic Circuits | Martin Trapp Steven Lang Aastha Shah Martin Mundt Kristian Kersting | 2022/8 | |
Elevating Perceptual Sample Quality in PCs through Differentiable Sampling | Steven Lang Martin Mundt Fabrizio Ventola Robert Peharz Kristian Kersting | 2022/10/5 |
Co-Authors
