← Keywords

model compression

3283 papers

Explore in graph

Also known as

MC

Co-occurring keywords

knowledge distillation (3680) large language model (12755) neural network (6616) efficient computing (779) neural network optimization (1293) transfer learning (5442) convolutional neural network (4216) neural network pruning (265) language model (4573) parameter efficiency (415)

Papers

Sharp Models on Dull Hardware: Fast and Accurate Neural Machine Translation Decoding on the CPU EMNLP 2017
Towards Compact and Fast Neural Machine Translation Using a Combined Method EMNLP 2017
Deep Roots: Improving CNN Efficiency With Hierarchical Filter Groups CVPR 2017
Fixed-Point Factorized Networks CVPR 2017
Weighted-Entropy-Based Quantization for Deep Neural Networks CVPR 2017
Deep Learning With Low Precision by Half-Wave Gaussian Quantization CVPR 2017
A Gift From Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning CVPR 2017
Local Binary Convolutional Neural Networks CVPR 2017
LCNN: Lookup-Based Convolutional Neural Network CVPR 2017
Bayesian Compression for Deep Learning NIPS 2017
ECO: Efficient Convolution Operators for Tracking CVPR 2017
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors CVPR 2017
Variational Dropout Sparsifies Deep Neural Networks ICML 2017
Compression-aware Training of Deep Networks NIPS 2017
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon NIPS 2017
Deep Learning at Alibaba IJCAI 2017
Large-scale Online Kernel Learning with Random Feature Reparameterization IJCAI 2017
Transfer Learning and Distillation Techniques to Improve the Acoustic Modeling of Low Resource Languages INTERSPEECH 2017
SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization ICML 2017
Node Pruning Based on Entropy of Weights and Node Activity for Small-Footprint Acoustic Model Based on Deep Neural Networks INTERSPEECH 2017
ZipML: Training Linear Models with End-to-End Low Precision, and a Little Bit of Deep Learning ICML 2017
Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things ICML 2017
Unfolding and Shrinking Neural Machine Translation Ensembles EMNLP 2017
Beyond Filters: Compact Feature Map for Portable Deep Model ICML 2017
ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices ICML 2017