| 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 |
