2022 // Other
FEATHERS: Federated Architecture and Hyperparameter Search
arXiv
Seng, J.; Prasad, P.; Dhami, D.S.; Mundt, M.; Kersting, K.
2022 // Conference paper
Predictive Whittle Networks for Time Series
Proceedings of Machine Learning Research
Yu, Z.; Ventola, F.; Thoma, N.; Dhami, D.S.; Mundt, M.; Kersting, K.
2022 // Journal article
Return of the normal distribution: Flexible deep continual learning with variational auto-encoders
Neural Networks
Hong, Y.; Mundt, M.; Park, S.; Uh, Y.; Byun, H.
2022 // Conference paper
When Deep Classifiers Agree: Analyzing Correlations Between Learning Order and Image Statistics
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Pliushch, I.; Mundt, M.; Lupp, N.; Ramesh, V.
2021 // Conference paper
A procedural world generation framework for systematic evaluation of continual learning
Neural Information Processing Systems, Datasets and Benchmarks Track
2021 // Conference paper
Avalanche: An end-to-end library for continual learning
IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
Lomonaco, V.; Pellegrini, L.; Cossu, A.; Carta, A.; Graffieti, G.; Hayes, T.L.; De Lange, M.; Masana, M.; Pomponi, J.; Van De Ven, G.M.; Mundt, M.; She, Q.; Cooper, K.; Forest, J.; Belouadah, E.; Calderara, S.; Parisi, G.I.; Cuzzolin, F.; Tolias, A.S.; Scardapane, S.; Antiga, L.; Ahmad, S.; Popescu, A.; Kanan, C.; Van De Weijer, J.; Tuytelaars, T.; Bacciu, D.; Maltoni, D.
2021 // Conference paper
Neural architecture search of deep priors: Towards continual learning without catastrophic interference
IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
Mundt, M.; Pliushch, I.; Ramesh, V.
2019 // Conference paper
Meta-learning convolutional neural architectures for multi-target concrete defect classification with the concrete defect bridge image dataset
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Mundt, M.; Majumder, S.; Murali, S.; Panetsos, P.; Ramesh, V.
2019 // Conference paper
Open set recognition through deep neural network uncertainty: Does out-of-distribution detection require generative classifiers?
Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019
Mundt, M.; Pliushch, I.; Majumder, S.; Ramesh, V.
2018 // Conference paper
Large-scale stochastic scene generation and semantic annotation for deep convolutional neural network training in the robocup SPL
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Hess, T.; Mundt, M.; Weis, T.; Ramesh, V.
2018 // Other
Rethinking layer-wise feature amounts in convolutional neural network architectures
arXiv
Mundt, M.; Weis, T.; Majumder, S.; Ramesh, V.
2017 // Conference paper
Anomaly detection for automotive visual signal transition estimation
IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
Weis, T.; Mundt, M.; Harding, P.; Ramesh, V.
2017 // Other
Building effective deep neural network architectures one feature at a time
arXiv
Mundt, M.; Weis, T.; Konda, K.; Ramesh, V.
2016 // Conference paper
Feature binding in deep convolution networks with recurrences, oscillations, and top-down modulated dynamics
ESANN 2016 - 24th European Symposium on Artificial Neural Networks
Mundt, M.; Blaes, S.; Burwick, T.
2014 // Journal article
Antenna-coupled field-effect transistors for multi-spectral terahertz imaging up to 4.25 THz
Optics Express
Bauer, M.; Venckevičius, R.; Kašalynas, I.; Boppel, S.; Mundt, M.; Minkevičius, L.; Lisauskas, A.; Valušis, G.; Krozer, V.; Roskos, H.G.
2014 // Journal article
Exploration of terahertz imaging with silicon MOSFETs
Journal of Infrared, Millimeter, and Terahertz Waves
Lisauskas, A.; Bauer, M.; Boppel, S.; Mundt, M.; Khamaisi, B.; Socher, E.; Venckevičius, R.; Minkevičius, L.; Kašalynas, I.; Seliuta, D.; Valušis, G.; Krozer, V.; Roskos, H.G.
2013 // Conference paper
Bow-tie-antenna-coupled terahertz detectors using AlGaN/GaN field-effect transistors with 0.25 micrometer gate length
European Microwave Week 2013, EuMW 2013 - Conference Proceedings; EuMIC 2013: 8th European Microwave Integrated Circuits Conference
Bauer, M.; Lisauskas, A.; Boppel, S.; Mundt, M.; Krozer, V.; Roskos, H.G.; Chevtchenko, S.; Würfl, J.; Heinrich, W.; Tränkle, G.
2013 // Conference paper
Foundry-processed detector arrays for terahertz spectroscopy and real-time imaging applications
Optics InfoBase Conference Papers
Lisauskas, A.; Boppel, S.; Bauer; Mundt, M.; Krozer, V.; Roskos, H.G.; Venckevičius, R.; Minkevičius, L.; Kašalynas, I.; Seliuta, D.; Valušis, G.
2013 // Conference paper
Optimized tera-FET detector performance based on an analytical device model verified up to 9 THz
International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz
Boppel, S.; Lisauskas, A.; Bauer, M.; Mundt, M.; Venckevičius, R.; Minkevičius, L.; Seliuta, D.; Kašalynas, I.; Khamaisi, B.; Socher, E.; Valušis, G.; Krozer, V.; Roskos, H.G.
2013 // Conference paper
Scalable, monolythically-integrated detectors for THz imaging
UCMMT 2013 - 2013 6th UK, Europe, China Millimeter Waves and THz Technology Workshop
Boppel, S.; Lisauskas, A.; Bauer, M.; Mundt, M.; Krozer, V.; Roskos, H.G.; Venckevicius, R.; Minkevicius, L.; Kašalynas, I.; Seliuta, D.; Valušis, G.; Shevchenko, S.; Würfl, J.; Heinrich, W.; Tränkle, G.
2012 // Conference paper
All-electronic terahertz imaging: Planar emitters and detectors at 220 GHz in CMOS technology
International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz
Lisauskas, A.; Khamaisi, B.; Boppel, S.; Mundt, M.; Krozer, V.; Socher, E.; Roskos, H.G.
2012 // Journal article
CMOS integrated antenna-coupled field-effect transistors for the detection of radiation from 0.2 to 4.3 THz
IEEE Transactions on Microwave Theory and Techniques
Boppel, S.; Lisauskas, A.; Mundt, M.; Seliuta, D.; Minkeviius, L.; Kašalynas, I.; Valušis, G.; Mittendorff, M.; Winnerl, S.; Krozer, V.; Roskos, H.G.
2012 // Conference paper
Detection of 639-GHz radiation by sub-harmonic mixing in CMOS field-effect transistors
International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz
Boppel, S.; Lisauskas, A.; Mundt, M.; Krozer, V.; Roskos, H.G.
// Dissertation thesis
Designing deep neural networks for continual learning in an open world
Martin Mundt
