ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network

28 November 2018

Papers citing "ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network"

50 / 89 papers shown

Title
Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies Xubin Wang Weijia Jia 36 0 0 08 Jan 2025
TinyViM: Frequency Decoupling for Tiny Hybrid Vision Mamba Xiaowen Ma Zhenliang Ni Xinghao Chen Mamba 85 2 0 26 Nov 2024
Automated Road Extraction from Satellite Imagery Integrating Dense Depthwise Dilated Separable Spatial Pyramid Pooling with DeepLabV3+ Arpan Mahara Md Rezaul Karim Khan N. Rishe Wenjia Wang S. M. Sadjadi 24 1 0 18 Oct 2024
Multimodal Perception System for Real Open Environment Yuyang Sha 23 0 0 10 Oct 2024
Efficient Semantic Segmentation via Lightweight Multiple-Information Interaction Network Yangyang Qiu Guoan Xu Guangwei Gao Zhenhua Guo Yi Yu Chia-Wen Lin 30 0 0 03 Oct 2024
Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model Haobo Yuan Xiangtai Li Lu Qi Tao Zhang Ming Yang Shuicheng Yan Chen Change Loy VLM 32 10 0 27 Jun 2024
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey Guoping Xu Xiaxia Wang Xinglong Wu Xuesong Leng Yongchao Xu 3DPC 34 8 0 02 May 2024
IrrNet: Advancing Irrigation Mapping with Incremental Patch Size Training on Remote Sensing Imagery Oishee Bintey Hoque S. Swarup Abhijin Adiga S. Nouwakpo M. Marathe 30 1 0 17 Apr 2024
EfficientVMamba: Atrous Selective Scan for Light Weight Visual Mamba Xiaohuan Pei Tao Huang Chang Xu Mamba 27 88 0 15 Mar 2024
EdgeSAM: Prompt-In-the-Loop Distillation for On-Device Deployment of SAM Chong Zhou Xiangtai Li Chen Change Loy Bo Dai VLM 30 44 0 11 Dec 2023
SBCFormer: Lightweight Network Capable of Full-size ImageNet Classification at 1 FPS on Single Board Computers Xiangyong Lu Masanori Suganuma Takayuki Okatani 35 10 0 07 Nov 2023
Enabling Resource-efficient AIoT System with Cross-level Optimization: A survey Sicong Liu Bin Guo Cheng Fang Ziqi Wang Shiyan Luo Zimu Zhou Zhiwen Yu AI4CE 25 22 0 27 Sep 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 31 20 0 27 Aug 2023
Spatial-information Guided Adaptive Context-aware Network for Efficient RGB-D Semantic Segmentation Yang Zhang Chenyun Xiong Junjie Liu Xuhui Ye Guodong Sun 21 14 0 11 Aug 2023
Markerless human pose estimation for biomedical applications: a survey Andrea Avogaro Federico Cunico Bodo Rosenhahn Francesco Setti 3DH 32 14 0 01 Aug 2023
Adaptive Frequency Filters As Efficient Global Token Mixers Zhipeng Huang Zhizheng Zhang Cuiling Lan Zhengjun Zha Yan Lu B. Guo 25 36 0 26 Jul 2023
ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary Transformer Youwei Pang Xiaoqi Zhao Lihe Zhang Huchuan Lu 45 4 0 23 Jul 2023
TwinLiteNet: An Efficient and Lightweight Model for Driveable Area and Lane Segmentation in Self-Driving Cars Huy Che Quang Dinh Phuc Nguyen Minh Pham D. Lam SSeg 32 13 0 20 Jul 2023
Latent Graph Attention for Enhanced Spatial Context Ayush Singh Yash Bhambhu Himanshu Buckchash D. K. Gupta Dilip K. Prasad 24 3 0 09 Jul 2023
Cross-CBAM: A Lightweight network for Scene Segmentation Zheng-Wei Zhang Zhenhao Xu Xingsheng Gu Juan Xiong 27 2 0 04 Jun 2023
JetSeg: Efficient Real-Time Semantic Segmentation Model for Low-Power GPU-Embedded Systems Miguel Lopez-Montiel Daniel Alejandro Lopez Oscar Montiel VLM SSeg 22 0 0 19 May 2023
SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applications Abdelrahman M. Shaker Muhammad Maaz H. Rasheed Salman Khan Ming Yang F. Khan ViT 45 84 0 27 Mar 2023
You Only Segment Once: Towards Real-Time Panoptic Segmentation Jie Hu Linyan Huang Tianhe Ren Shengchuan Zhang Rongrong Ji Liujuan Cao SSeg 46 54 0 26 Mar 2023
OASIS: Automated Assessment of Urban Pedestrian Paths at Scale Yuxiang Zhang Suresh Devalapalli Sachin Mehta A. Caspi 24 2 0 04 Mar 2023
Multi-Source Soft Pseudo-Label Learning with Domain Similarity-based Weighting for Semantic Segmentation Shigemichi Matsuzaki Hiroaki Masuzawa Jun Miura 49 5 0 02 Mar 2023
Soft labelling for semantic segmentation: Bringing coherence to label down-sampling Roberto Alcover-Couso Marcos Escudero-Viñolo Juan C. Sanmiguel Jose M. Martínez 19 7 0 27 Feb 2023
Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNN Guoan Xu Juncheng Li Guangwei Gao Huimin Lu Jian Yang Dong Yue ViT 35 59 0 21 Feb 2023
Local-to-Global Information Communication for Real-Time Semantic Segmentation Network Search Guangliang Cheng Peng Sun Ting-Bing Xu Shuchang Lyu Peiwen Lin 18 1 0 16 Feb 2023
A Systematic Review of Green AI Roberto Verdecchia June Sallou Luís Cruz 19 150 0 26 Jan 2023
Rethinking Mobile Block for Efficient Attention-based Models Jiangning Zhang Xiangtai Li Jian Li Liang Liu Zhucun Xue Boshen Zhang Zhe Jiang Tianxin Huang Yabiao Wang Chengjie Wang MQ 44 90 0 03 Jan 2023
DWRSeg: Rethinking Efficient Acquisition of Multi-scale Contextual Information for Real-time Semantic Segmentation Haoran Wei Xu Liu Shou-tao Xu Zhongjian Dai Y. Dai Xiangyang Xu 32 32 0 02 Dec 2022
TriangleNet: Edge Prior Augmented Network for Semantic Segmentation through Cross-Task Consistency Dan Zhang Rui Zheng Luosang Gadeng Pei Yang 17 0 0 11 Oct 2022
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
SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation Meng-Hao Guo Chenggang Lu Qibin Hou Zheng Liu Ming-Ming Cheng Shiyong Hu SSeg ViT VLM 21 607 0 18 Sep 2022
Road detection via a dual-task network based on cross-layer graph fusion modules Zican Hu Wurui Shi Hongkun Liu Xueyun Chen 17 3 0 17 Aug 2022
Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation Zhichao Lu Ran Cheng Shihua Huang Haotong Zhang Changxiao Qiu Fan Yang SSeg 17 22 0 14 Aug 2022
Global and Local Features through Gaussian Mixture Models on Image Semantic Segmentation Darwin Saire Adín Ramirez Rivera 20 1 0 19 Jul 2022
SFNet: Faster and Accurate Semantic Segmentation via Semantic Flow Xiangtai Li Jiangning Zhang Yibo Yang Guangliang Cheng Kuiyuan Yang Yu Tong Dacheng Tao SSeg AI4TS 46 28 0 10 Jul 2022
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications Muhammad Maaz Abdelrahman M. Shaker Hisham Cholakkal Salman Khan Syed Waqas Zamir Rao Muhammad Anwer F. Khan ViT 27 184 0 21 Jun 2022
On Efficient Real-Time Semantic Segmentation: A Survey Christopher J. Holder Muhammad Shafique SSeg 18 20 0 17 Jun 2022
S $^2$ -FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation Mohammed A. M. Elhassan Chunming Yang Chenxi Huang Tewodros Legesse Munea Xin Hong Abuzar B. M. Adam Amina Benabid SSeg 26 5 0 15 Jun 2022
Separable Self-attention for Mobile Vision Transformers Sachin Mehta Mohammad Rastegari ViT MQ 12 250 0 06 Jun 2022
ImageSig: A signature transform for ultra-lightweight image recognition Mohamed Ramzy Ibrahim Terry Lyons VLM 19 7 0 13 May 2022
Compact Neural Networks via Stacking Designed Basic Units Weichao Lan Y. Cheung Juyong Jiang 29 0 0 03 May 2022
Gradient Descent, Stochastic Optimization, and Other Tales Jun Lu 9 8 0 02 May 2022
TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation Wenqiang Zhang Zilong Huang Guozhong Luo Tao Chen Xinggang Wang Wenyu Liu Gang Yu Chunhua Shen ViT 22 198 0 12 Apr 2022
PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model Juncai Peng Yi Liu Shiyu Tang Yuying Hao Lutao Chu ... Baohua Lai Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma SSeg VLM 11 144 0 06 Apr 2022
Technical Report on Subspace Pyramid Fusion Network for Semantic Segmentation Mohammed A. M. Elhassan Chunming Yang Chenxi Huang Tewodros Legesse Munea 18 1 0 04 Apr 2022
Efficient Video Segmentation Models with Per-frame Inference Yifan Liu Chunhua Shen Changqian Yu Jingdong Wang 18 0 0 24 Feb 2022
DRBANET: A Lightweight Dual-Resolution Network for Semantic Segmentation with Boundary Auxiliary Linjie Wang Quan Zhou Chenfeng Jiang Xiaofu Wu Longin Jan Latecki SSeg 17 1 0 31 Oct 2021