neural network compression

114 papers

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Also known as

NN

Co-occurring keywords

model compression (3283) neural network (6616) knowledge distillation (3680) model quantization (279) neural network pruning (265) neural network optimization (1293) model pruning (233) convolutional neural network (4216) transfer learning (5442) network pruning (183)

Papers

PRADO: Projection Attention Networks for Document Classification On-Device EMNLP 2019

A Bayesian Optimization Framework for Neural Network Compression ICCV 2019

Towards a Theoretical Understanding of Hashing-Based Neural Nets AISTATS 2019

Accelerated Inference Framework of Sparse Neural Network Based on Nested Bitmask Structure IJCAI 2019

Network Approximation using Tensor Sketching IJCAI 2018

Structured Evolution with Compact Architectures for Scalable Policy Optimization ICML 2018

NestedNet: Learning Nested Sparse Structures in Deep Neural Networks CVPR 2018

Weightless: Lossy weight encoding for deep neural network compression ICML 2018

Compressing Neural Networks using the Variational Information Bottleneck ICML 2018

Verifiable Reinforcement Learning via Policy Extraction NIPS 2018

Stronger Generalization Bounds for Deep Nets via a Compression Approach ICML 2018

Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks INTERSPEECH 2018

Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank ICML 2017

Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations NIPS 2017