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Parameterized Structured Pruning for Deep Neural Networks.

, , , and . LOD (2), volume 12566 of Lecture Notes in Computer Science, page 16-27. Springer, (2020)

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Parameterized Structured Pruning for Deep Neural Networks., , , and . LOD (2), volume 12566 of Lecture Notes in Computer Science, page 16-27. Springer, (2020)Towards Real-Time Single-Channel Singing-Voice Separation with Pruned Multi-Scaled Densenets., , , , , and . ICASSP, page 806-810. IEEE, (2020)Towards Efficient Forward Propagation on Resource-Constrained Systems., , , and . ECML/PKDD (1), volume 11051 of Lecture Notes in Computer Science, page 426-442. Springer, (2018)Training Discrete-Valued Neural Networks with Sign Activations Using Weight Distributions., , , and . ECML/PKDD (2), volume 11907 of Lecture Notes in Computer Science, page 382-398. Springer, (2019)On the Difficulty of Designing Processor Arrays for Deep Neural Networks., , and . IoT Streams/ITEM@PKDD/ECML, volume 1325 of Communications in Computer and Information Science, page 229-240. Springer, (2020)Resource-Efficient Neural Networks for Embedded Systems., , , , , , , , and . CoRR, (2020)Resource-Efficient Neural Networks for Embedded Systems., , , , , , , and . J. Mach. Learn. Res., (2024)Compressing and Mapping Deep Neural Networks on Edge Computing Systems.. University of Heidelberg, Germany, (2021)On Resource-Efficient Bayesian Network Classifiers and Deep Neural Networks., , , and . ICPR, page 10297-10304. IEEE, (2020)