FWF - Deep Models - Resource-Efficient Deep Models for Embedded Systems

Project: Research project

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2024
Resource-Efficient Neural Networks for Embedded Systems
Roth, W., Schindler, G., Klein, B., Peharz, R., Tschiatschek, S., Fröning, H., Pernkopf, F. & Ghaharamani, Z., Feb 2024, In: Journal of Machine Learning Research. 25, 51 p.
Research output: Contribution to journal › Article › peer-review

Open Access
2020
Bayesian Neural Networks with Weight Sharing Using Dirichlet Processes
Roth, W. & Pernkopf, F., 2020, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 42, 1, p. 246-252
Research output: Contribution to journal › Article › peer-review
2018
Hybrid generative-discriminative training of Gaussian mixture models
Roth, W., Peharz, R., Tschiatschek, S. & Pernkopf, F., 1 Sept 2018, In: Pattern Recognition Letters . 112, p. 131-137 7 p.
Research output: Contribution to journal › Article › peer-review

Research output