Flattened Convolutional Neural Networks for Feedforward Acceleration

17 December 2014

Papers citing "Flattened Convolutional Neural Networks for Feedforward Acceleration"

27 / 27 papers shown

Title
Pluggable Style Representation Learning for Multi-Style Transfer Hongda Liu Longguang Wang Weijun Guan Ye Zhang Yulan Guo 75 1 0 26 Mar 2025
Gamified AI Approch for Early Detection of Dementia Paramita Kundu Maji Soubhik Acharya Priti Paul Sanjay Chakraborty Saikat Basu CVBM 19 0 0 26 May 2024
Atrous Space Bender U-Net (ASBU-Net/LogiNet) Anurag Bansal O. Ostap Miguel Maestre Trueba Kristopher Perry SSeg 13 0 0 16 Dec 2022
Salient Skin Lesion Segmentation via Dilated Scale-Wise Feature Fusion Network Pourya Shamsolmoali Masoumeh Zareapoor Eric Granger Huiyu Zhou MedIm 26 2 0 20 May 2022
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer Sachin Mehta Mohammad Rastegari ViT 218 1,213 0 05 Oct 2021
Asymmetric CNN for image super-resolution Chunwei Tian Yong-mei Xu W. Zuo Chia-Wen Lin David C. Zhang SupR 17 94 0 25 Mar 2021
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 34 79 0 17 Sep 2020
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights Shail Dave Riyadh Baghdadi Tony Nowatzki Sasikanth Avancha Aviral Shrivastava Baoxin Li 59 82 0 02 Jul 2020
ZynqNet: An FPGA-Accelerated Embedded Convolutional Neural Network David Gschwend 35 64 0 14 May 2020
SmartExchange: Trading Higher-cost Memory Storage/Access for Lower-cost Computation Yang Katie Zhao Xiaohan Chen Yue Wang Chaojian Li Haoran You Y. Fu Yuan Xie Zhangyang Wang Yingyan Lin MQ 37 43 0 07 May 2020
Rethinking Depthwise Separable Convolutions: How Intra-Kernel Correlations Lead to Improved MobileNets D. Haase Manuel Amthor 20 132 0 30 Mar 2020
Efficient Differentiable Neural Architecture Search with Meta Kernels Shoufa Chen Yunpeng Chen Shuicheng Yan Jiashi Feng 19 18 0 10 Dec 2019
Butterfly-Net2: Simplified Butterfly-Net and Fourier Transform Initialization Zhongshu Xu Yingzhou Li Xiuyuan Cheng 19 8 0 09 Dec 2019
GhostNet: More Features from Cheap Operations Kai Han Yunhe Wang Qi Tian Jianyuan Guo Chunjing Xu Chang Xu 20 2,582 0 27 Nov 2019
Real-time Memory Efficient Large-pose Face Alignment via Deep Evolutionary Network Bin Sun Ming Shao Siyu Xia Y. Fu 3DH CVBM 15 2 0 25 Oct 2019
ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks Xiaohan Ding Yuchen Guo Guiguang Ding J. Han 31 661 0 11 Aug 2019
OpenEI: An Open Framework for Edge Intelligence Xingzhou Zhang Yifan Wang Sidi Lu Liangkai Liu Lanyu Xu Weisong Shi 29 101 0 05 Jun 2019
ANTNets: Mobile Convolutional Neural Networks for Resource Efficient Image Classification Yunyang Xiong Hyunwoo Kim Varsha Hedau 48 19 0 07 Apr 2019
Shift-based Primitives for Efficient Convolutional Neural Networks Huasong Zhong Xianggen Liu Yihui He Yuchun Ma 35 20 0 22 Sep 2018
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation Sachin Mehta Mohammad Rastegari A. Caspi Linda G. Shapiro Hannaneh Hajishirzi SSeg 43 777 0 19 Mar 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 34 12,911 0 07 Feb 2018
PDNet: Semantic Segmentation integrated with a Primal-Dual Network for Document binarization K. R. Ayyalasomayajula F. Malmberg Anders Brun 33 29 0 26 Jan 2018
Moonshine: Distilling with Cheap Convolutions Elliot J. Crowley Gavia Gray Amos Storkey 27 120 0 07 Nov 2017
Interleaved Group Convolutions for Deep Neural Networks Ting Zhang Guo-Jun Qi Bin Xiao Jingdong Wang 33 81 0 10 Jul 2017
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 206 14,376 0 07 Oct 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 235 2,056 0 07 Jun 2016
Convolutional Networks for Fast, Energy-Efficient Neuromorphic Computing S. K. Esser P. Merolla John V. Arthur A. Cassidy R. Appuswamy ... Pallab Datta A. Amir B. Taba M. Flickner D. Modha 3DH 17 714 0 28 Mar 2016