An Image Enhancing Pattern-based Sparsity for Real-time Inference on
Mobile Devices

An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices

20 January 2020

Papers citing "An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices"

14 / 14 papers shown

Title
Ten Lessons We Have Learned in the New "Sparseland": A Short Handbook for Sparse Neural Network Researchers Shiwei Liu Zhangyang Wang 27 30 0 06 Feb 2023
Data-Model-Circuit Tri-Design for Ultra-Light Video Intelligence on Edge Devices Yimeng Zhang A. Kamath Qiucheng Wu Zhiwen Fan Wuyang Chen Zhangyang Wang Shiyu Chang Sijia Liu Cong Hao 13 6 0 16 Oct 2022
Advancing Model Pruning via Bi-level Optimization Yihua Zhang Yuguang Yao Parikshit Ram Pu Zhao Tianlong Chen Min-Fong Hong Yanzhi Wang Sijia Liu 36 68 0 08 Oct 2022
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training Geng Yuan Yanyu Li Sheng R. Li Zhenglun Kong Sergey Tulyakov Xulong Tang Yanzhi Wang Jian Ren 33 15 0 22 Sep 2022
SparCL: Sparse Continual Learning on the Edge Zifeng Wang Zheng Zhan Yifan Gong Geng Yuan Wei Niu T. Jian Bin Ren Stratis Ioannidis Yanzhi Wang Jennifer Dy CLL 55 59 0 20 Sep 2022
F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization Qing Jin Jian Ren Richard Zhuang Sumant Hanumante Zhengang Li Zhiyu Chen Yanzhi Wang Kai-Min Yang Sergey Tulyakov MQ 24 48 0 10 Feb 2022
SPViT: Enabling Faster Vision Transformers via Soft Token Pruning Zhenglun Kong Peiyan Dong Xiaolong Ma Xin Meng Mengshu Sun ... Geng Yuan Bin Ren Minghai Qin H. Tang Yanzhi Wang ViT 26 141 0 27 Dec 2021
Load-balanced Gather-scatter Patterns for Sparse Deep Neural Networks Fei Sun Minghai Qin Tianyun Zhang Xiaolong Ma Haoran Li Junwen Luo Zihao Zhao Yen-kuang Chen Yuan Xie 15 1 0 20 Dec 2021
Automatic Mapping of the Best-Suited DNN Pruning Schemes for Real-Time Mobile Acceleration Yifan Gong Geng Yuan Zheng Zhan Wei Niu Zhengang Li ... Sijia Liu Bin Ren Xue Lin Xulong Tang Yanzhi Wang 20 10 0 22 Nov 2021
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge Geng Yuan Xiaolong Ma Wei Niu Zhengang Li Zhenglun Kong ... Minghai Qin Bin Ren Yanzhi Wang Sijia Liu Xue Lin 15 89 0 26 Oct 2021
Teachers Do More Than Teach: Compressing Image-to-Image Models Qing Jin Jian Ren Oliver J. Woodford Jiazhuo Wang Geng Yuan Yanzhi Wang Sergey Tulyakov 31 54 0 05 Mar 2021
NPAS: A Compiler-aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration Zhengang Li Geng Yuan Wei Niu Pu Zhao Yanyu Li ... Sijia Liu Kaiyuan Yang Bin Ren Yanzhi Wang Xue Lin MQ 22 27 0 01 Dec 2020
ClickTrain: Efficient and Accurate End-to-End Deep Learning Training via Fine-Grained Architecture-Preserving Pruning Chengming Zhang Geng Yuan Wei Niu Jiannan Tian Sian Jin ... Zhe Jiang Yanzhi Wang Bin Ren S. Song Dingwen Tao 3DV 17 1 0 20 Nov 2020
Non-Structured DNN Weight Pruning -- Is It Beneficial in Any Platform? Xiaolong Ma Sheng Lin Shaokai Ye Zhezhi He Linfeng Zhang ... Deliang Fan Xuehai Qian X. Lin Kaisheng Ma Yanzhi Wang MQ 11 92 0 03 Jul 2019