model compression

NISP: Pruning Networks Using Neuron Importance Score Propagation CVPR 2018 On the Application and Compression of Deep Time Delay Neural Network for Embedded Statistical Parametric Speech Synthesis Interspeech 2018 OpenNMT System Description for WNMT 2018: 800 words/sec on a single-core CPU ACL 2018 Optimization based Layer-wise Magnitude-based Pruning for DNN Compression IJCAI 2018 Paraphrasing Complex Network: Network Compression via Factor Transfer NeurIPS 2018 Pelee: A Real-Time Object Detection System on Mobile Devices NeurIPS 2018 Pieces of Eight: 8-bit Neural Machine Translation NAACL 2018 Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference CVPR 2018 Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation CVPR 2018 Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations JMLR 2018 Recurrent Residual Module for Fast Inference in Videos CVPR 2018 Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers ICLR 2018 Revisiting Character-Based Neural Machine Translation with Capacity and Compression EMNLP 2018 Scalable methods for 8-bit training of neural networks NeurIPS 2018 Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks Interspeech 2018 Semi-tied Units for Efficient Gating in LSTM and Highway Networks Interspeech 2018 Sharing Residual Units Through Collective Tensor Factorization To Improve Deep Neural Networks IJCAI 2018 Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions CVPR 2018 ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices CVPR 2018 Smaller Text Classifiers with Discriminative Cluster Embeddings NAACL 2018 Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks IJCAI 2018 SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation IJCAI 2018 Statistical Model Compression for Small-Footprint Natural Language Understanding Interspeech 2018 StrassenNets: Deep Learning with a Multiplication Budget ICML 2018 Stronger Generalization Bounds for Deep Nets via a Compression Approach ICML 2018