| ZeroQ: A Novel Zero Shot Quantization Framework | Jan 1, 2020 | Data Free QuantizationModel Compression | CodeCode Available | 1 |
| Taxonomy and Evaluation of Structured Compression of Convolutional Neural Networks | Dec 20, 2019 | Neural Network Compression | —Unverified | 0 |
| TOCO: A Framework for Compressing Neural Network Models Based on Tolerance Analysis | Dec 18, 2019 | Active LearningNeural Network Compression | —Unverified | 0 |
| Compressing 3DCNNs Based on Tensor Train Decomposition | Dec 8, 2019 | Hand Gesture RecognitionHand-Gesture Recognition | —Unverified | 0 |
| A Programmable Approach to Neural Network Compression | Nov 6, 2019 | Bayesian OptimizationImage Classification | CodeCode Available | 0 |
| Distilling Pixel-Wise Feature Similarities for Semantic Segmentation | Oct 31, 2019 | Knowledge DistillationNeural Network Compression | —Unverified | 0 |
| A Comparative Study of Neural Network Compression | Oct 24, 2019 | L2 RegularizationNeural Network Compression | —Unverified | 0 |
| Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-based Approach | Oct 14, 2019 | Neural Network CompressionQuantization | CodeCode Available | 0 |
| Deep Neural Network Compression for Image Classification and Object Detection | Oct 7, 2019 | ClassificationClustering | CodeCode Available | 0 |
| Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems | Oct 1, 2019 | Edge-computingImage Classification | CodeCode Available | 1 |
| A Bayesian Optimization Framework for Neural Network Compression | Oct 1, 2019 | Bayesian OptimizationKnowledge Distillation | —Unverified | 0 |
| XNOR-Net++: Improved Binary Neural Networks | Sep 30, 2019 | BinarizationClassification with Binary Neural Network | —Unverified | 0 |
| Forward and Backward Information Retention for Accurate Binary Neural Networks | Sep 24, 2019 | BinarizationNeural Network Compression | CodeCode Available | 0 |
| Learning Filter Basis for Convolutional Neural Network Compression | Aug 23, 2019 | General Classificationimage-classification | CodeCode Available | 1 |
| DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks | Jul 27, 2019 | Neural Network CompressionQuantization | CodeCode Available | 0 |
| Similarity-Preserving Knowledge Distillation | Jul 23, 2019 | Knowledge DistillationNeural Network Compression | —Unverified | 0 |
| Weight Normalization based Quantization for Deep Neural Network Compression | Jul 1, 2019 | Model CompressionNeural Network Compression | —Unverified | 0 |
| COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning | Jun 25, 2019 | Model CompressionNeural Network Compression | CodeCode Available | 0 |
| Learning Sparse Networks Using Targeted Dropout | May 31, 2019 | Network PruningNeural Network Compression | CodeCode Available | 0 |
| DeepCABAC: Context-adaptive binary arithmetic coding for deep neural network compression | May 15, 2019 | Neural Network CompressionQuantization | —Unverified | 0 |
| NETWORK COMPRESSION USING CORRELATION ANALYSIS OF LAYER RESPONSES | May 1, 2019 | Domain AdaptationNeural Network Compression | —Unverified | 0 |
| SCANN: Synthesis of Compact and Accurate Neural Networks | Apr 19, 2019 | Dimensionality ReductionNeural Network Compression | —Unverified | 0 |
| Cramnet: Layer-wise Deep Neural Network Compression with Knowledge Transfer from a Teacher Network | Apr 11, 2019 | Neural Network CompressionTransfer Learning | —Unverified | 0 |
| Data-Free Learning of Student Networks | Apr 2, 2019 | Neural Network Compression | CodeCode Available | 2 |
| Online Multi-target regression trees with stacked leaf models | Mar 29, 2019 | Multi-target regressionNeural Network Compression | —Unverified | 0 |
