Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution

10 April 2019

Papers citing "Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution"

22 / 172 papers shown

Title
Joint Architecture and Knowledge Distillation in CNN for Chinese Text Recognition Zirui Wang Jun Du 12 0 0 17 Dec 2019
Efficient Differentiable Neural Architecture Search with Meta Kernels Shoufa Chen Yunpeng Chen Shuicheng Yan Jiashi Feng 11 18 0 10 Dec 2019
Hybrid Composition with IdleBlock: More Efficient Networks for Image Recognition Bing Xu Andrew Tulloch Yunpeng Chen Xiaomeng Yang Lin Qiao 10 4 0 19 Nov 2019
Multi-scale Octave Convolutions for Robust Speech Recognition Joanna Rownicka P. Bell Steve Renals 8 16 0 31 Oct 2019
LeanConvNets: Low-cost Yet Effective Convolutional Neural Networks Jonathan Ephrath Moshe Eliasof Lars Ruthotto E. Haber Eran Treister 29 16 0 29 Oct 2019
Improved Res2Net model for Person re-identification Zongjing Cao H. Lee 18 2 0 08 Oct 2019
XNOR-Net++: Improved Binary Neural Networks Adrian Bulat Georgios Tzimiropoulos MQ 22 200 0 30 Sep 2019
MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution Taojiannan Yang Sijie Zhu C. L. P. Chen Shen Yan Mi Zhang Andrew Willis OOD 17 74 0 27 Sep 2019
Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks Zhonghui You Kun Yan Jinmian Ye Meng Ma Ping Wang 3DPC 16 246 0 18 Sep 2019
Accelerating Training using Tensor Decomposition Mostafa Elhoushi Ye Tian Zihao Chen F. Shafiq Joey Yiwei Li 12 3 0 10 Sep 2019
Cheetah: Mixed Low-Precision Hardware & Software Co-Design Framework for DNNs on the Edge H. F. Langroudi Zachariah Carmichael David Pastuch Dhireesha Kudithipudi 14 24 0 06 Aug 2019
Deep Learning Training on the Edge with Low-Precision Posits H. F. Langroudi Zachariah Carmichael Dhireesha Kudithipudi MQ 16 14 0 30 Jul 2019
Exploiting the Redundancy in Convolutional Filters for Parameter Reduction Kumara Kahatapitiya Ranga Rodrigo 6 0 0 26 Jul 2019
Neural Epitome Search for Architecture-Agnostic Network Compression Daquan Zhou Xiaojie Jin Qibin Hou Kaixin Wang Jianchao Yang Jiashi Feng 16 13 0 12 Jul 2019
Accurate Retinal Vessel Segmentation via Octave Convolution Neural Network Zhun Fan Jiajie Mo Benzhang Qiu Wenji Li Guijie Zhu Chong Li Jianye Hu Yibiao Rong Xinjian Chen 25 29 0 28 Jun 2019
DeepShift: Towards Multiplication-Less Neural Networks Mostafa Elhoushi Zihao Chen F. Shafiq Ye Tian Joey Yiwei Li MQ 30 97 0 30 May 2019
Provably scale-covariant continuous hierarchical networks based on scale-normalized differential expressions coupled in cascade T. Lindeberg 27 19 0 29 May 2019
Stabilizing GANs with Soft Octave Convolutions Ricard Durall Franz-Josef Pfreundt J. Keuper GAN 12 8 0 29 May 2019
Res2Net: A New Multi-scale Backbone Architecture Shanghua Gao Ming-Ming Cheng Kai Zhao Xinyu Zhang Ming-Hsuan Yang Philip H. S. Torr 14 2,350 0 02 Apr 2019
ELASTIC: Improving CNNs with Dynamic Scaling Policies Huiyu Wang Aniruddha Kembhavi Ali Farhadi Alan Yuille Mohammad Rastegari 116 57 0 13 Dec 2018
Graph-Based Global Reasoning Networks Yunpeng Chen Marcus Rohrbach Zhicheng Yan Shuicheng Yan Jiashi Feng Yannis Kalantidis GNN NAI 266 457 0 30 Nov 2018
On a Sparse Shortcut Topology of Artificial Neural Networks Fenglei Fan Dayang Wang Hengtao Guo Qikui Zhu Pingkun Yan Ge Wang Hengyong Yu 38 21 0 22 Nov 2018