Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks

7 March 2023

Papers citing "Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks"

24 / 24 papers shown

Title
Light-YOLOv8-Flame: A Lightweight High-Performance Flame Detection Algorithm Jiawei Lan Zhibiao Wang Haoyang Yu Ye Tao Wenhua Cui 34 0 0 11 Apr 2025
MSConv: Multiplicative and Subtractive Convolution for Face Recognition Si Zhou Yain-Whar Si Xiaochen Yuan Xiaofan Li Xiaoxiang Liu Xinyuan Zhang Cong Lin Xueyuan Gong CVBM 73 0 0 08 Mar 2025
A lightweight model FDM-YOLO for small target improvement based on YOLOv8 Xuerui Zhang ObjD 53 0 0 06 Mar 2025
Video Quality Assessment for Online Processing: From Spatial to Temporal Sampling Jiebin Yan Lei Wu Yuming Fang Xuelin Liu Xue Xia Weide Liu 101 2 0 13 Jan 2025
EDNet: Edge-Optimized Small Target Detection in UAV Imagery -- Faster Context Attention, Better Feature Fusion, and Hardware Acceleration Zhifan Song Yuan Zhang Abd Al Rahman M. Abu Ebayyeh 44 1 0 10 Jan 2025
Dedicated Inference Engine and Binary-Weight Neural Networks for Lightweight Instance Segmentation Tse-Wei Chen Wei Tao Dongyue Zhao Kazuhiro Mima Tadayuki Ito Kinya Osa Masami Kato MQ 31 0 0 03 Jan 2025
PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer Pierre-David Létourneau Manish Kumar Singh Hsin-Pai Cheng Shizhong Han Yunxiao Shi Dalton Jones M. H. Langston Hong Cai Fatih Porikli 34 0 0 16 Jul 2024
Efficient Modulation for Vision Networks Xu Ma Xiyang Dai Jianwei Yang Bin Xiao Yinpeng Chen Yun Fu Lu Yuan 40 17 0 29 Mar 2024
A Saliency Enhanced Feature Fusion based multiscale RGB-D Salient Object Detection Network Rui Huang Qingyi Zhao Yan Xing Sihua Gao Weifeng Xu Yuxiang Zhang Wei Fan 23 3 0 22 Jan 2024
Multi-dimension Queried and Interacting Network for Stereo Image Deraining Yuanbo Wen Tao Gao Ziqi Li Jing Zhang Ting Chen 24 3 0 19 Sep 2023
MobileViTv3: Mobile-Friendly Vision Transformer with Simple and Effective Fusion of Local, Global and Input Features S. Wadekar Abhishek Chaurasia ViT 98 87 0 30 Sep 2022
QuadTree Attention for Vision Transformers Shitao Tang Jiahui Zhang Siyu Zhu Ping Tan ViT 161 156 0 08 Jan 2022
Are we ready for a new paradigm shift? A Survey on Visual Deep MLP Ruiyang Liu Yinghui Li Li Tao Dun Liang Haitao Zheng 82 96 0 07 Nov 2021
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer Sachin Mehta Mohammad Rastegari ViT 191 1,212 0 05 Oct 2021
Mobile-Former: Bridging MobileNet and Transformer Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Xiaoyi Dong Lu Yuan Zicheng Liu ViT 174 476 0 12 Aug 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 265 2,603 0 04 May 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 274 3,622 0 24 Feb 2021
Bottleneck Transformers for Visual Recognition A. Srinivas Tsung-Yi Lin Niki Parmar Jonathon Shlens Pieter Abbeel Ashish Vaswani SLR 275 979 0 27 Jan 2021
Image Inpainting for Irregular Holes Using Partial Convolutions Guilin Liu F. Reda Kevin J. Shih Ting-Chun Wang Andrew Tao Bryan Catanzaro 142 1,913 0 20 Apr 2018
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,561 0 17 Apr 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,216 0 16 Nov 2016
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 203 14,357 0 07 Oct 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,194 0 01 Sep 2014