| Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing Systems | Nov 20, 2020 | Edge-computingimage-classification | CodeCode Available | 1 |
| Deep convolutional neural network compression via coupled tensor decomposition | Nov 16, 2020 | Image ReconstructionNeural Network Compression | CodeCode Available | 0 |
| Dirichlet Pruning for Neural Network Compression | Nov 10, 2020 | Neural Network CompressionVariational Inference | CodeCode Available | 0 |
| Neural Network Compression Via Sparse Optimization | Nov 10, 2020 | Model CompressionNeural Network Compression | —Unverified | 0 |
| Noisy Neural Network Compression for Analog Storage Devices | Oct 19, 2020 | Knowledge DistillationModel Compression | —Unverified | 0 |
| Additive Tree-Structured Conditional Parameter Spaces in Bayesian Optimization: A Novel Covariance Function and a Fast Implementation | Oct 6, 2020 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| A Survey on Deep Neural Network Compression: Challenges, Overview, and Solutions | Oct 5, 2020 | Knowledge DistillationMiscellaneous | —Unverified | 0 |
| Transform Quantization for CNN (Convolutional Neural Network) Compression | Sep 2, 2020 | Dimensionality ReductionNeural Network Compression | —Unverified | 0 |
| Differentiable Joint Pruning and Quantization for Hardware Efficiency | Jul 20, 2020 | Neural Network CompressionQuantization | —Unverified | 0 |
| T-Basis: a Compact Representation for Neural Networks | Jul 13, 2020 | Neural Network CompressionTensor Networks | CodeCode Available | 1 |
| Hybrid Tensor Decomposition in Neural Network Compression | Jun 29, 2020 | Neural Network CompressionTensor Decomposition | —Unverified | 0 |
| Neural Network Compression Using Higher-Order Statistics and AuxiliaryReconstruction Losses | Jun 15, 2020 | Neural Network Compression | CodeCode Available | 0 |
| Neural gradients are near-lognormal: improved quantized and sparse training | Jun 15, 2020 | Neural Network CompressionQuantization | —Unverified | 0 |
| Convolutional neural networks compression with low rank and sparse tensor decompositions | Jun 11, 2020 | CPUimage-classification | —Unverified | 0 |
| An Overview of Neural Network Compression | Jun 5, 2020 | Knowledge DistillationModel Compression | —Unverified | 0 |
| Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration | Jun 1, 2020 | image-classificationImage Classification | —Unverified | 0 |
| WoodFisher: Efficient Second-Order Approximation for Neural Network Compression | Apr 29, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Neural network compression via learnable wavelet transforms | Apr 20, 2020 | Data CompressionNeural Network Compression | CodeCode Available | 1 |
| Teacher-Class Network: A Neural Network Compression Mechanism | Apr 7, 2020 | image-classificationImage Classification | CodeCode Available | 0 |
| DP-Net: Dynamic Programming Guided Deep Neural Network Compression | Mar 21, 2020 | ClusteringNeural Network Compression | —Unverified | 0 |
| MINT: Deep Network Compression via Mutual Information-based Neuron Trimming | Mar 18, 2020 | Neural Network Compression | —Unverified | 0 |
| The continuous categorical: a novel simplex-valued exponential family | Feb 20, 2020 | Neural Network CompressionTransfer Learning | CodeCode Available | 1 |
| Neural Network Compression Framework for fast model inference | Feb 20, 2020 | BinarizationCPU | CodeCode Available | 2 |
| REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild | Jan 29, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Quantisation and Pruning for Neural Network Compression and Regularisation | Jan 14, 2020 | Network PruningNeural Network Compression | CodeCode Available | 1 |
