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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

CNNpack: Packing Convolutional Neural Networks in the Frequency Domain NIPS 2016
Learning the Number of Neurons in Deep Networks NIPS 2016
Sparse Convolutional Neural Networks CVPR 2015
Efficient and Accurate Approximations of Nonlinear Convolutional Networks CVPR 2015
Tensorizing Neural Networks NIPS 2015
BinaryConnect: Training Deep Neural Networks with binary weights during propagations NIPS 2015
Convolutional Neural Networks at Constrained Time Cost CVPR 2015
Global Refinement of Random Forest CVPR 2015
Learning both Weights and Connections for Efficient Neural Network NIPS 2015
Improving Ferns Ensembles by Sparsifying and Quantising Posterior Probabilities ICCV 2015
Deep Learning with Limited Numerical Precision ICML 2015
An Exploration of Parameter Redundancy in Deep Networks With Circulant Projections ICCV 2015
Compressing Neural Networks with the Hashing Trick ICML 2015
Structured Transforms for Small-Footprint Deep Learning NIPS 2015
Deep Fried Convnets ICCV 2015
Fugue: Slow-Worker-Agnostic Distributed Learning for Big Models on Big Data AISTATS 2014
Minimal Scene Descriptions from Structure from Motion Models CVPR 2014
Do Deep Nets Really Need to be Deep? NIPS 2014
Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation NIPS 2014
Fast Template Evaluation with Vector Quantization NIPS 2013
Decision Jungles: Compact and Rich Models for Classification NIPS 2013
Safe Screening of Non-Support Vectors in Pathwise SVM Computation ICML 2013
Dynamic Structured Model Selection ICCV 2013
Predicting Parameters in Deep Learning NIPS 2013
Breaking the Curse of Kernelization: Budgeted Stochastic Gradient Descent for Large-Scale SVM Training JMLR 2012