$L_0$-ARM: Network Sparsification via Stochastic Binary Optimization

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$L_0$ -ARM: Network Sparsification via Stochastic Binary Optimization

9 April 2019

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Papers citing "$L_0$-ARM: Network Sparsification via Stochastic Binary Optimization"

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Title
RENs: Relevance Encoding Networks Krithika S. Iyer Riddhish Bhalodia Shireen Y. Elhabian DRL 143 1 0 25 May 2022
$On the Compression of Neural Networks Using $\ell_0$-Norm Regularization and Weight Pruning$ On the Compression of Neural Networks Using $\ell_0$ -Norm Regularization and Weight PruningNeural Networks (NN), 2021 F. Oliveira E. Batista R. Seara 109 12 0 10 Sep 2021
Dep- $L_0$ : Improving $L_0$ -based Network Sparsification via Dependency Modeling Yang Li Shihao Ji 61 1 0 30 Jun 2021
Contextual Dropout: An Efficient Sample-Dependent Dropout ModuleInternational Conference on Learning Representations (ICLR), 2021 Xinjie Fan Shujian Zhang Korawat Tanwisuth Xiaoning Qian Mingyuan Zhou OOD BDL UQCV 120 31 0 06 Mar 2021
Learning Accurate and Interpretable Decision Rule Sets from Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2021 Litao Qiao Weijia Wang Bill Lin FaML 61 49 0 04 Mar 2021
Dirichlet Pruning for Neural Network Compression Kamil Adamczewski Mijung Park 118 5 0 10 Nov 2020
Dynamic Narrowing of VAE Bottlenecks Using GECO and L0 RegularizationIEEE International Joint Conference on Neural Network (IJCNN), 2020 Cedric De Boom Samuel T. Wauthier Tim Verbelen Bart Dhoedt DRL 93 8 0 24 Mar 2020
Resource-Efficient Neural Networks for Embedded Systems Wolfgang Roth Günther Schindler Lukas Pfeifenberger Robert Peharz Sebastian Tschiatschek Holger Fröning Franz Pernkopf Zoubin Ghahramani 149 54 0 07 Jan 2020
Learning with Multiplicative PerturbationsInternational Conference on Pattern Recognition (ICPR), 2019 Xiulong Yang Shihao Ji AAML 123 4 0 04 Dec 2019
Neural Plasticity NetworksIEEE International Joint Conference on Neural Network (IJCNN), 2019 Yongqian Li Shihao Ji 76 1 0 13 Aug 2019