← Keywords

model compression

3283 papers

Explore in graph

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

Heterogeneous Bitwidth Binarization in Convolutional Neural Networks NIPS 2018
Synaptic Strength For Convolutional Neural Network NIPS 2018
HitNet: Hybrid Ternary Recurrent Neural Network NIPS 2018
Knowledge Distillation by On-the-Fly Native Ensemble NIPS 2018
NISP: Pruning Networks Using Neuron Importance Score Propagation CVPR 2018
Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions CVPR 2018
Interleaved Structured Sparse Convolutional Neural Networks CVPR 2018
Pelee: A Real-Time Object Detection System on Mobile Devices NIPS 2018
Frequency-Domain Dynamic Pruning for Convolutional Neural Networks NIPS 2018
Learning Versatile Filters for Efficient Convolutional Neural Networks NIPS 2018
Runtime Neural Pruning NIPS 2017
Analytical Guarantees on Numerical Precision of Deep Neural Networks ICML 2017
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee NIPS 2017
Structured Bayesian Pruning via Log-Normal Multiplicative Noise NIPS 2017
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation CVPR 2017
Training Quantized Nets: A Deeper Understanding NIPS 2017
Sobolev Training for Neural Networks NIPS 2017
Mimicking Very Efficient Network for Object Detection CVPR 2017
Natural Language Processing with Small Feed-Forward Networks EMNLP 2017
Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks NIPS 2017
Towards Accurate Binary Convolutional Neural Network NIPS 2017
Learning Efficient Object Detection Models with Knowledge Distillation NIPS 2017
Designing Energy-Efficient Convolutional Neural Networks Using Energy-Aware Pruning CVPR 2017
More Is Less: A More Complicated Network With Less Inference Complexity CVPR 2017
Network Sketching: Exploiting Binary Structure in Deep CNNs CVPR 2017