List of papers related to ML and DL model compression for embedded devices(Mobiles, IoT)
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- 1993 Second order derivatives for network pruning: Optimal brain surgeon
- 2001 A simple neural network pruning algorithm with application to filter synthesis
- 2015 NIPS Learning both weights and connections for efficient neural network
- 2015 Data-free parameter pruning for deep neural networks
- 2016 Pruning filters for efficient convnets
- 2016 Pruning convolutional neural networks for resource efficient transfer learning
- 2016 Pruning Convolutional Neural Networks for Resource Efficient Inference
- 2016 A Simple yet Effective Method to Prune Dense Layers of Neural Networks
- 2017 Structured pruning of deep convolutional neural networks.
- 2017 Learning Sparse Neural Networks through L0 Regularization
- 2017 Channel pruning for accelerating very deep neural networks
- 2017 Runtime neural pruning
- 2017 Net-trim: Convex pruning of deep neural networks with performance guarantee.
- 2018 Faster Gaze Prediction With Dense Networks and Fisher Pruning