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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

Double Quantization for Communication-Efficient Distributed Optimization NIPS 2019
A Tensorized Transformer for Language Modeling NIPS 2019
E2-Train: Training State-of-the-art CNNs with Over 80% Energy Savings NIPS 2019
Variational Convolutional Neural Network Pruning CVPR 2019
Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients NIPS 2019
RNN Architecture Learning with Sparse Regularization EMNLP 2019
Robust Text Classifier on Test-Time Budgets EMNLP 2019
Towards Optimal Structured CNN Pruning via Generative Adversarial Learning CVPR 2019
DETOX: A Redundancy-based Framework for Faster and More Robust Gradient Aggregation NIPS 2019
UER: An Open-Source Toolkit for Pre-training Models EMNLP 2019
Efficiency through Auto-Sizing: Notre Dame NLP’s Submission to the WNGT 2019 Efficiency Task EMNLP 2019
Online Embedding Compression for Text Classification Using Low Rank Matrix Factorization AAAI 2019
Generation-Distillation for Efficient Natural Language Understanding in Low-Data Settings EMNLP 2019
Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells CVPR 2019
MBS: Macroblock Scaling for CNN Model Reduction CVPR 2019
On Knowledge distillation from complex networks for response prediction NAACL 2019
Regularizing Activation Distribution for Training Binarized Deep Networks CVPR 2019
Importance Estimation for Neural Network Pruning CVPR 2019
IRLAS: Inverse Reinforcement Learning for Architecture Search CVPR 2019
All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification CVPR 2019
Dynamic Recursive Neural Network CVPR 2019
SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers NIPS 2019
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation CVPR 2019
Distilling Object Detectors With Fine-Grained Feature Imitation CVPR 2019
Model Compression with Adversarial Robustness: A Unified Optimization Framework NIPS 2019