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model compression

3283 papers

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Also known as

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

Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask NIPS 2019
Accelerating Convolutional Neural Networks via Activation Map Compression CVPR 2019
A Main/Subsidiary Network Framework for Simplifying Binary Neural Networks CVPR 2019
In-Place Zero-Space Memory Protection for CNN NIPS 2019
Student Becoming the Master: Knowledge Amalgamation for Joint Scene Parsing, Depth Estimation, and More CVPR 2019
Structured Pruning of Neural Networks With Budget-Aware Regularization CVPR 2019
OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural Networks CVPR 2019
Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit? CVPR 2019
Learning to Quantize Deep Networks by Optimizing Quantization Intervals With Task Loss CVPR 2019
Compressing Convolutional Neural Networks via Factorized Convolutional Filters CVPR 2019
Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression CVPR 2019
NAT: Neural Architecture Transformer for Accurate and Compact Architectures NIPS 2019
SCAN: A Scalable Neural Networks Framework Towards Compact and Efficient Models NIPS 2019
Channel Gating Neural Networks NIPS 2019
The Synthesis of XNOR Recurrent Neural Networks with Stochastic Logic NIPS 2019
AutoPrune: Automatic Network Pruning by Regularizing Auxiliary Parameters NIPS 2019
Superposition of many models into one NIPS 2019
Compacting, Picking and Growing for Unforgetting Continual Learning NIPS 2019
Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks NIPS 2019
Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration CVPR 2019
Quantization Networks CVPR 2019
Fully Learnable Group Convolution for Acceleration of Deep Neural Networks CVPR 2019
RePr: Improved Training of Convolutional Filters CVPR 2019
Parameter-Efficient Transfer Learning for NLP ICML 2019
Zero-shot Knowledge Transfer via Adversarial Belief Matching NIPS 2019