Efficient Sparse-Winograd Convolutional Neural Networks

18 February 2018

Song Han

Papers citing "Efficient Sparse-Winograd Convolutional Neural Networks"

20 / 20 papers shown

Title
YFlows: Systematic Dataflow Exploration and Code Generation for Efficient Neural Network Inference using SIMD Architectures on CPUs Cyrus Zhou Zack Hassman Ruize Xu Dhirpal Shah Vaughn Richard Yanjing Li 37 1 0 01 Oct 2023
Exploring Winograd Convolution for Cost-effective Neural Network Fault Tolerance Xing-xiong Xue Cheng Liu Bo Liu Haitong Huang Ying Wang Yaoyu Zhang Lei Zhang Huawei Li Xiaowei Li 48 7 0 16 Aug 2023
Accelerating CNN inference on long vector architectures via co-design Sonia Rani Gupta Nikela Papadopoulou Miquel Pericàs 3DV 18 4 0 22 Dec 2022
BiViT: Extremely Compressed Binary Vision Transformer Yefei He Zhenyu Lou Luoming Zhang Jing Liu Weijia Wu Hong Zhou Bohan Zhuang ViT MQ 31 28 0 14 Nov 2022
Low-Energy Convolutional Neural Networks (CNNs) using Hadamard Method Varun Mannam 15 0 0 06 Sep 2022
Estimating the Power Consumption of Heterogeneous Devices when performing AI Inference P. Machado Ivica Matic Francisco de Lemos I. Ihianle D. Adama 22 3 0 13 Jul 2022
EfficientFormer: Vision Transformers at MobileNet Speed Yanyu Li Geng Yuan Yang Wen Eric Hu Georgios Evangelidis Sergey Tulyakov Yanzhi Wang Jian Ren ViT 31 349 0 02 Jun 2022
Winograd Convolution: A Perspective from Fault Tolerance Xing-xiong Xue Haitong Huang Cheng Liu Ying Wang Yaoyu Zhang Lefei Zhang 53 13 0 17 Feb 2022
EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network Accelerators Lois Orosa Skanda Koppula Yaman Umuroglu Konstantinos Kanellopoulos Juan Gómez Luna Michaela Blott K. Vissers O. Mutlu 48 4 0 04 Feb 2022
Dual-side Sparse Tensor Core Yang-Feng Wang Chen Zhang Zhiqiang Xie Cong Guo Yunxin Liu Jingwen Leng 30 75 0 20 May 2021
Searching for Fast Model Families on Datacenter Accelerators Sheng Li Mingxing Tan Ruoming Pang Andrew Li Liqun Cheng Quoc V. Le N. Jouppi 44 34 0 10 Feb 2021
Efficient Residue Number System Based Winograd Convolution Zhi-Gang Liu Matthew Mattina 45 12 0 23 Jul 2020
Efficient Crowd Counting via Structured Knowledge Transfer Lingbo Liu Jiaqi Chen Hefeng Wu Tianshui Chen Guanbin Li Liang Lin 29 64 0 23 Mar 2020
LANCE: Efficient Low-Precision Quantized Winograd Convolution for Neural Networks Based on Graphics Processing Units Guangli Li Lei Liu Xueying Wang Xiu Ma Xiaobing Feng MQ 21 18 0 19 Mar 2020
How Does BN Increase Collapsed Neural Network Filters? Sheng Zhou Xinjiang Wang Ping Luo Xue Jiang Wenjie Li Wei Zhang 21 1 0 30 Jan 2020
Single-shot Channel Pruning Based on Alternating Direction Method of Multipliers Chengcheng Li Zehao Wang Xiangyang Wang Hairong Qi 19 5 0 18 Feb 2019
Efficient Winograd Convolution via Integer Arithmetic Lingchuan Meng J. Brothers 24 29 0 07 Jan 2019
Universal Approximation with Quadratic Deep Networks Fenglei Fan Jinjun Xiong Ge Wang PINN 38 78 0 31 Jul 2018
Hypertree Decompositions Revisited for PGMs A. S. Arun Sai Vikneshwar Mani Jayaraman Christopher Ré Atri Rudra TPM 24 0 0 02 Jul 2018
Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis Tal Ben-Nun Torsten Hoefler GNN 33 704 0 26 Feb 2018