| Scalable Neural Network Compression and Pruning Using Hard Clustering and L1 Regularization | Jun 14, 2018 | ClusteringNeural Network Compression | —Unverified | 0 |
| MPDCompress - Matrix Permutation Decomposition Algorithm for Deep Neural Network Compression | May 30, 2018 | Neural Network CompressionQuantization | —Unverified | 0 |
| A novel channel pruning method for deep neural network compression | May 29, 2018 | channel selectionCombinatorial Optimization | —Unverified | 0 |
| Convolutional neural network compression for natural language processing | May 28, 2018 | Neural Network CompressionQuantization | —Unverified | 0 |
| Neural Network Compression using Transform Coding and Clustering | May 18, 2018 | ClusteringGeneral Classification | —Unverified | 0 |
| Data-Dependent Coresets for Compressing Neural Networks with Applications to Generalization Bounds | Apr 15, 2018 | Generalization BoundsNeural Network Compression | —Unverified | 0 |
| Adversarial Network Compression | Mar 28, 2018 | Neural Network CompressionTransfer Learning | —Unverified | 0 |
| Deep Neural Network Compression with Single and Multiple Level Quantization | Mar 6, 2018 | Neural Network CompressionQuantization | CodeCode Available | 0 |
| Universal Deep Neural Network Compression | Feb 7, 2018 | Neural Network CompressionQuantization | —Unverified | 0 |
| Build a Compact Binary Neural Network through Bit-level Sensitivity and Data Pruning | Feb 3, 2018 | Neural Network CompressionSensitivity | —Unverified | 0 |
| Automatic Parameter Tying in Neural Networks | Jan 1, 2018 | L2 RegularizationNeural Network Compression | —Unverified | 0 |
| StrassenNets: Deep Learning with a Multiplication Budget | Dec 11, 2017 | Deep Learningimage-classification | CodeCode Available | 0 |
| Automated Pruning for Deep Neural Network Compression | Dec 5, 2017 | Neural Network CompressionTransfer Learning | —Unverified | 0 |
| Weightless: Lossy Weight Encoding For Deep Neural Network Compression | Nov 13, 2017 | Model CompressionNeural Network Compression | CodeCode Available | 0 |
| ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression | Jul 20, 2017 | Neural Network Compression | —Unverified | 0 |
| Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations | Apr 3, 2017 | Image CompressionNeural Network Compression | —Unverified | 0 |
| Soft Weight-Sharing for Neural Network Compression | Feb 13, 2017 | Neural Network CompressionQuantization | CodeCode Available | 0 |
| Diversity Networks: Neural Network Compression Using Determinantal Point Processes | Nov 16, 2015 | DiversityNeural Network Compression | CodeCode Available | 0 |
