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model compression

3283 papers

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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

Distilling Knowledge from an Ensemble of Models for Punctuation Prediction INTERSPEECH 2017
On Compressing Deep Models by Low Rank and Sparse Decomposition CVPR 2017
meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting ICML 2017
Compressed Time Delay Neural Network for Small-Footprint Keyword Spotting INTERSPEECH 2017
Gradient Boosted Decision Trees for High Dimensional Sparse Output ICML 2017
Low-Rank Bilinear Pooling for Fine-Grained Classification CVPR 2017
Efficient Knowledge Distillation from an Ensemble of Teachers INTERSPEECH 2017
Fixed Point Quantization of Deep Convolutional Networks ICML 2016
Memory-Efficient Modeling and Search Techniques for Hardware ASR Decoders INTERSPEECH 2016
Learning Succinct Models: Pipelined Compression with L1-Regularization, Hashing, Elias-Fano Indices, and Quantization COLING 2016
On the Efficient Representation and Execution of Deep Acoustic Models INTERSPEECH 2016
Fast, Compact, and High Quality LSTM-RNN Based Statistical Parametric Speech Synthesizers for Mobile Devices INTERSPEECH 2016
Compressing Bayes Net CPTs with Persistent Leaky Causes PGM 2016
Large-scale Multi-class and Hierarchical Product Categorization for an E-commerce Giant COLING 2016
Model Compression Applied to Small-Footprint Keyword Spotting INTERSPEECH 2016
Small-Footprint Deep Neural Networks with Highway Connections for Speech Recognition INTERSPEECH 2016
Refining Architectures of Deep Convolutional Neural Networks CVPR 2016
LightRNN: Memory and Computation-Efficient Recurrent Neural Networks NIPS 2016
Sparsifying Neural Network Connections for Face Recognition CVPR 2016
Quantized Convolutional Neural Networks for Mobile Devices CVPR 2016
Rethinking the Inception Architecture for Computer Vision CVPR 2016
Fast ConvNets Using Group-Wise Brain Damage CVPR 2016
Binarized Neural Networks NIPS 2016
Learning Structured Sparsity in Deep Neural Networks NIPS 2016
Dynamic Network Surgery for Efficient DNNs NIPS 2016