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model compression

3283 papers

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MC

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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

Dynamic Network Pruning with Interpretable Layerwise Channel Selection AAAI 2020
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices AAAI 2020
Few Shot Network Compression via Cross Distillation AAAI 2020
DeGAN: Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier AAAI 2020
Deep Neural Network Approximated Dynamic Programming for Combinatorial Optimization AAAI 2020
Light Multi-Segment Activation for Model Compression AAAI 2020
Training Binary Neural Networks through Learning with Noisy Supervision ICML 2020
DessiLBI: Exploring Structural Sparsity of Deep Networks via Differential Inclusion Paths ICML 2020
Iterative Compression of End-to-End ASR Model Using AutoML INTERSPEECH 2020
Intra-Utterance Similarity Preserving Knowledge Distillation for Audio Tagging INTERSPEECH 2020
Efficient WaveGlow: An Improved WaveGlow Vocoder with Enhanced Speed INTERSPEECH 2020
Neural Architecture Search for Keyword Spotting INTERSPEECH 2020
Sub-Band Knowledge Distillation Framework for Speech Enhancement INTERSPEECH 2020
MatchboxNet: 1D Time-Channel Separable Convolutional Neural Network Architecture for Speech Commands Recognition INTERSPEECH 2020
Rescore in a Flash: Compact, Cache Efficient Hashing Data Structures for n-Gram Language Models INTERSPEECH 2020
Resource-Adaptive Deep Learning for Visual Speech Recognition INTERSPEECH 2020
Bunched LPCNet: Vocoder for Low-Cost Neural Text-To-Speech Systems INTERSPEECH 2020
Fast and Lightweight On-Device TTS with Tacotron2 and LPCNet INTERSPEECH 2020
Lightweight LPCNet-Based Neural Vocoder with Tensor Decomposition INTERSPEECH 2020
Quantization Aware Training with Absolute-Cosine Regularization for Automatic Speech Recognition INTERSPEECH 2020
DeltaGrad: Rapid retraining of machine learning models ICML 2020
Training Binary Neural Networks using the Bayesian Learning Rule ICML 2020
Fast and Slow Acoustic Model INTERSPEECH 2020
Towards Oracle Knowledge Distillation with Neural Architecture Search AAAI 2020
Plug-in, Trainable Gate for Streamlining Arbitrary Neural Networks AAAI 2020