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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

COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning IJCAI 2019
Play and Prune: Adaptive Filter Pruning for Deep Model Compression IJCAI 2019
A Mobile Application for Sound Event Detection IJCAI 2019
Explicitly Imposing Constraints in Deep Networks via Conditional Gradients Gives Improved Generalization and Faster Convergence AAAI 2019
Improving Keyword Spotting and Language Identification via Neural Architecture Search at Scale INTERSPEECH 2019
Whether to Pretrain DNN or not?: An Empirical Analysis for Voice Conversion INTERSPEECH 2019
Knowledge Amalgamation from Heterogeneous Networks by Common Feature Learning IJCAI 2019
Small-Footprint Magic Word Detection Method Using Convolutional LSTM Neural Network INTERSPEECH 2019
ShrinkML: End-to-End ASR Model Compression Using Reinforcement Learning INTERSPEECH 2019
MobiVSR : Efficient and Light-Weight Neural Network for Visual Speech Recognition on Mobile Devices INTERSPEECH 2019
Factorization of Discriminatively Trained i-Vector Extractor for Speaker Recognition INTERSPEECH 2019
CircConv: A Structured Convolution with Low Complexity AAAI 2019
Same, Same But Different: Recovering Neural Network Quantization Error Through Weight Factorization ICML 2019
Network Offloading Policies for Cloud Robotics: A Learning-Based Approach RSS 2019
Nonparametric Bayesian Deep Networks with Local Competition ICML 2019
Cooperative Pruning in Cross-Domain Deep Neural Network Compression IJCAI 2019
Improving Neural Network Quantization without Retraining using Outlier Channel Splitting ICML 2019
Rectified Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs IJCAI 2019
Binarized Neural Networks for Resource-Efficient Hashing with Minimizing Quantization Loss IJCAI 2019
MulCode: A Multiplicative Multi-way Model for Compressing Neural Language Model IJCNLP 2019
Does Tail Label Help for Large-Scale Multi-Label Learning IJCAI 2018
Towards Binary-Valued Gates for Robust LSTM Training ICML 2018
Sharing Residual Units Through Collective Tensor Factorization To Improve Deep Neural Networks IJCAI 2018
Deep Mutual Learning CVPR 2018
Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors ICML 2018