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1Optimization of Sparsity-Constrained Neural Networks as a Mixed Integer Linear Program
B. Rosenhahn. Journal of Optimization Theory and Applications, (October 2023)(open access).
12 months ago by @tntl3s
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Networks
Neural
Sparsity-Constrained
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1HyperSparse Neural Networks: Shifting Exploration to Exploitation through Adaptive Regularization
P. Glandorf*, T. Kaiser*, B. Rosenhahn, and (*contributed equally). International Conference on Computer Vision Workshops (ICCVW), (October 2023)
a year ago by @tntl3s
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HyperSparse
Networks
Neural
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2Neural Network-based Error Concealment for B-Frames in VVC
M. Benjak, N. Aust, Y. Samayoa, and J. Ostermann. 2022 IEEE International Symposium on Circuits and Systems (ISCAS), (2022)
2 years ago by @tntl3s
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Network-based
Neural
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1Convolutional Neural Networks for the Classification of Guitar Effects and Extraction of the Parameter Settings of Single and Multi Guitar Effects from Instrument Mixes
R. Hinrichs, K. Gerkens, and J. Ostermann. EURASIP Journal on Audio, Speech, and Music Processing, (2022)
2 years ago by @tntl3s
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Convolutional
Networks
Neural
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2Regularization is all you Need: Simple Neural Nets can Excel on Tabular Data
A. Kadra, M. Lindauer, F. Hutter, and J. Grabocka. Proceedings of the international conference on Neural Information Processing Systems (NeurIPS), (December 2021)
3 years ago by @tntl3s
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Data
Nets
Neural
Tabular
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2Fully Convolutional Neural Network for Detection and Counting of Diatoms on Coatings after Short-Term Field Exposure
L. Krause, J. Koc, B. Rosenhahn, and A. Rosenhahn. Environmental Science and Technology, 54 (16): 10022-10030 (2020)
3 years ago by @tntl3s
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Convolutional
Exposure
Field
Network
Neural
Short-Term
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2Neural Network Based Error Concealment for VVC
M. Benjak, Y. Samayoa, and J. Ostermann. Proceedings of the 28th IEEE International Conference on Image Processing (ICIP), (September 2021)accepted for publication.
3 years ago by @tntl3s
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Network
Neural
VVC
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1Learning Convolutional Neural Networks for Object Detection with very little Training Data
C. Reinders, H. Ackermann, M. Yang, and B. Rosenhahn. Academic Press, (2019)
5 years ago by @tntl3s
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Convolutional
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Neural
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1Neural Network Compression using Transform Coding and Clustering
T. Laude, and J. Ostermann. NIPS Compact Deep Neural Network Representation with Industrial Applications Workshop, (December 2018)
6 years ago by @tntl3s
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Clustering
Coding
Network
Neural
Transform
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BibSonomy

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1Optimization of Sparsity-Constrained Neural Networks as a Mixed Integer Linear Program

1HyperSparse Neural Networks: Shifting Exploration to Exploitation through Adaptive Regularization

2Neural Network-based Error Concealment for B-Frames in VVC

1Convolutional Neural Networks for the Classification of Guitar Effects and Extraction of the Parameter Settings of Single and Multi Guitar Effects from Instrument Mixes

2Regularization is all you Need: Simple Neural Nets can Excel on Tabular Data

2Fully Convolutional Neural Network for Detection and Counting of Diatoms on Coatings after Short-Term Field Exposure

2Neural Network Based Error Concealment for VVC

1Learning Convolutional Neural Networks for Object Detection with very little Training Data

1Neural Network Compression using Transform Coding and Clustering

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