Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition
Mundt, Martin, Pliushch, Iuliia, Majumder, Sagnik, Hong, Yongwon, Ramesh, Visvanathan
Published in Journal of imaging (31.03.2022)
Published in Journal of imaging (31.03.2022)
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Journal Article
Meta-Learning Convolutional Neural Architectures for Multi-Target Concrete Defect Classification With the COncrete DEfect BRidge IMage Dataset
Mundt, Martin, Majumder, Sagnik, Murali, Sreenivas, Panetsos, Panagiotis, Ramesh, Visvanathan
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
Return of the normal distribution: Flexible deep continual learning with variational auto-encoders
Hong, Yongwon, Mundt, Martin, Park, Sungho, Uh, Yungjung, Byun, Hyeran
Published in Neural networks (01.10.2022)
Published in Neural networks (01.10.2022)
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Journal Article
Emotions are associated with the genesis of visually induced motion sickness in virtual reality
Kaufeld, Mara, Bourdeinik, Julia, Prinz, Lisa Marie, Mundt, Martin, Hecht, Heiko
Published in Experimental brain research (01.10.2022)
Published in Experimental brain research (01.10.2022)
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Journal Article
CMOS Integrated Antenna-Coupled Field-Effect Transistors for the Detection of Radiation From 0.2 to 4.3 THz
Boppel, S., Lisauskas, A., Mundt, M., Seliuta, D., Minkevicius, L., Kasalynas, I., Valusis, G., Mittendorff, M., Winnerl, S., Krozer, V., Roskos, H. G.
Published in IEEE transactions on microwave theory and techniques (01.12.2012)
Published in IEEE transactions on microwave theory and techniques (01.12.2012)
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Journal Article
Designing a Hybrid Neural System to Learn Real-world Crack Segmentation from Fractal-based Simulation
Jaziri, Achref, Mundt, Martin, Rodriguez, Andres Fernandez, Ramesh, Visvanathan
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
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Conference Proceeding
Subharmonic Mixing With Field-Effect Transistors: Theory and Experiment at 639 GHz High Above f
Lisauskas, Alvydas, Boppel, Sebastian, Mundt, Martin, Krozer, Viktor, Roskos, Hartmut G.
Published in IEEE sensors journal (01.01.2013)
Published in IEEE sensors journal (01.01.2013)
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Journal Article
Exploration of Terahertz Imaging with Silicon MOSFETs
Lisauskas, Alvydas, Bauer, Maris, Boppel, Sebastian, Mundt, Martin, Khamaisi, Bassam, Socher, Eran, Venckevičius, Rimvydas, Minkevičius, Linas, Kašalynas, Irmantas, Seliuta, Dalius, Valušis, Gintaras, Krozer, Viktor, Roskos, Hartmut G.
Published in Journal of infrared, millimeter and terahertz waves (2014)
Published in Journal of infrared, millimeter and terahertz waves (2014)
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Journal Article
Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Generative Classifiers?
Mundt, Martin, Pliushch, Iuliia, Majumder, Sagnik, Ramesh, Visvanathan
Published in 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) (01.10.2019)
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Conference Proceeding
Avalanche: an End-to-End Library for Continual Learning
Lomonaco, Vincenzo, Pellegrini, Lorenzo, Cossu, Andrea, Carta, Antonio, Graffieti, Gabriele, Hayes, Tyler L., De Lange, Matthias, Masana, Marc, Pomponi, Jary, van de Ven, Gido M., Mundt, Martin, She, Qi, Cooper, Keiland, Forest, Jeremy, Belouadah, Eden, Calderara, Simone, Parisi, German I., Cuzzolin, Fabio, Tolias, Andreas S., Scardapane, Simone, Antiga, Luca, Ahmad, Subutai, Popescu, Adrian, Kanan, Christopher, van de Weijer, Joost, Tuytelaars, Tinne, Bacciu, Davide, Maltoni, Davide
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
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Conference Proceeding
Core Tokensets for Data-efficient Sequential Training of Transformers
Paul, Subarnaduti, Brack, Manuel, Schramowski, Patrick, Kersting, Kristian, Mundt, Martin
Year of Publication 08.10.2024
Year of Publication 08.10.2024
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Journal Article
BOWLL: A Deceptively Simple Open World Lifelong Learner
Kamath, Roshni, Mitchell, Rupert, Paul, Subarnaduti, Kersting, Kristian, Mundt, Martin
Year of Publication 07.02.2024
Year of Publication 07.02.2024
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Journal Article
Neural Architecture Search of Deep Priors: Towards Continual Learning without Catastrophic Interference
Mundt, Martin, Pliushch, Iuliia, Ramesh, Visvanathan
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
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Conference Proceeding
Designing a Hybrid Neural System to Learn Real-world Crack Segmentation from Fractal-based Simulation
Jaziri, Achref, Mundt, Martin, Rodriguez, Andres Fernandez, Ramesh, Visvanathan
Year of Publication 18.09.2023
Year of Publication 18.09.2023
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Journal Article