Attention Based Pruning for Shift Networks

Attention Based Pruning for Shift Networks

29 May 2019

Carlos Lassance

Vincent Gripon

Matthieu Courbariaux

Papers citing "Attention Based Pruning for Shift Networks"

15 / 15 papers shown

Title
Enhancing Video Understanding: Deep Neural Networks for Spatiotemporal Analysis Amir Hosein Fadaei M. Dehaqani 45 0 0 11 Feb 2025
Complexity-Driven CNN Compression for Resource-constrained Edge AI Muhammad Zawish Steven Davy L. Abraham 41 16 0 26 Aug 2022
Dilated convolution with learnable spacings Ismail Khalfaoui-Hassani Thomas Pellegrini T. Masquelier 16 31 0 07 Dec 2021
Learning Pruned Structure and Weights Simultaneously from Scratch: an Attention based Approach Qisheng He Weisong Shi Ming Dong 20 3 0 01 Nov 2021
Quantization and Deployment of Deep Neural Networks on Microcontrollers Pierre-Emmanuel Novac G. B. Hacene Alain Pegatoquet Benoit Miramond Vincent Gripon MQ 20 116 0 27 May 2021
DNN Quantization with Attention G. B. Hacene Lukas Mauch Stefan Uhlich Fabien Cardinaux MQ 6 2 0 24 Mar 2021
Inferring Graph Signal Translations as Invariant Transformations for Classification Tasks Raphael Baena Lucas Drumetz Vincent Gripon 28 0 0 18 Feb 2021
DecisiveNets: Training Deep Associative Memories to Solve Complex Machine Learning Problems Vincent Gripon Carlos Lassance G. B. Hacene 12 0 0 02 Dec 2020
Rethinking Weight Decay For Efficient Neural Network Pruning Hugo Tessier Vincent Gripon Mathieu Léonardon M. Arzel T. Hannagan David Bertrand 26 25 0 20 Nov 2020
Graph Neural Networks: Architectures, Stability and Transferability Luana Ruiz Fernando Gama Alejandro Ribeiro GNN 53 122 0 04 Aug 2020
ThriftyNets : Convolutional Neural Networks with Tiny Parameter Budget Guillaume Coiffier G. B. Hacene Vincent Gripon 24 2 0 20 Jul 2020
A Framework for Neural Network Pruning Using Gibbs Distributions Alex Labach S. Valaee 9 5 0 08 Jun 2020
A Survey of Methods for Low-Power Deep Learning and Computer Vision Abhinav Goel Caleb Tung Yung-Hsiang Lu George K. Thiruvathukal VLM 12 92 0 24 Mar 2020
Deep geometric knowledge distillation with graphs Carlos Lassance Myriam Bontonou G. B. Hacene Vincent Gripon Jian Tang Antonio Ortega 19 39 0 08 Nov 2019
AutoPruner: An End-to-End Trainable Filter Pruning Method for Efficient Deep Model Inference Jian-Hao Luo Jianxin Wu 10 207 0 23 May 2018