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 / 124 papers shown

Title
DRBANET: A Lightweight Dual-Resolution Network for Semantic Segmentation with Boundary Auxiliary Linjie Wang Quan Zhou Chenfeng Jiang Xiaofu Wu Longin Jan Latecki SSeg 25 1 0 31 Oct 2021
Deep Learning for UAV-based Object Detection and Tracking: A Survey Chao Xu Wei Li Danfeng Hong R. Tao Yong Liu 29 181 0 25 Oct 2021
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer Sachin Mehta Mohammad Rastegari ViT 218 1,213 0 05 Oct 2021
Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs Zhepeng Wang Zhiding Liang Shangli Zhou Caiwen Ding Yiyu Shi Weiwen Jiang 38 33 0 08 Sep 2021
FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation Guangwei Gao Guoan Xu Juncheng Li Yi Yu Huimin Lu Jian Yang 31 72 0 02 Sep 2021
DKM: Differentiable K-Means Clustering Layer for Neural Network Compression Minsik Cho Keivan Alizadeh Vahid Saurabh N. Adya Mohammad Rastegari 34 34 0 28 Aug 2021
Real-Time Monocular Human Depth Estimation and Segmentation on Embedded Systems Shan An Fangru Zhou Meng Yang Haogang Zhu Changhong Fu Konstantinos A. Tsintotas 3DH 14 19 0 24 Aug 2021
Trans4Trans: Efficient Transformer for Transparent Object and Semantic Scene Segmentation in Real-World Navigation Assistance Jiaming Zhang Kailun Yang Angela Constantinescu Kunyu Peng Karin Muller Rainer Stiefelhagen ViT 36 69 0 20 Aug 2021
FaPN: Feature-aligned Pyramid Network for Dense Image Prediction Shihua Huang Zhichao Lu Ran Cheng Cheng He 15 202 0 16 Aug 2021
Pixel Difference Networks for Efficient Edge Detection Z. Su Wenzhe Liu Zitong Yu D. Hu Qing Liao Qi Tian M. Pietikäinen Li Liu 51 317 0 16 Aug 2021
Image-based scene recognition for robot navigation considering traversable plants and its manual annotation-free training Shigemichi Matsuzaki Hiroaki Masuzawa J. Miura 24 11 0 02 Aug 2021
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets Muhammed Muzammul Xi Li ObjD 19 11 0 16 Jul 2021
Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World Jiaming Zhang Kailun Yang Angela Constantinescu Kunyu Peng Karin Muller Rainer Stiefelhagen ViT 36 61 0 07 Jul 2021
CSRNet: Cascaded Selective Resolution Network for Real-time Semantic Segmentation Jingjing Xiong L. Po W. Yu Chang Zhou Pengfei Xian Weifeng Ou SSeg 21 27 0 08 Jun 2021
Feature Reuse and Fusion for Real-time Semantic segmentation Sixiang Tan SSeg 24 1 0 27 May 2021
AutoReCon: Neural Architecture Search-based Reconstruction for Data-free Compression Baozhou Zhu P. Hofstee J. Peltenburg Jinho Lee Zaid Al-Ars 24 22 0 25 May 2021
Fast and Accurate Scene Parsing via Bi-direction Alignment Networks Yanran Wu Xiangtai Li Chen Shi Yunhai Tong Yang Hua Tao Song Ruhui Ma Haibing Guan 27 8 0 25 May 2021
CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation Ange Lou Shuyue Guan Murray H. Loew SSeg 17 55 0 10 May 2021
DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing from Decentralised Data Shahin Amiriparian Tobias Hübner Maurice Gerczuk Sandra Ottl Björn W. Schuller 15 3 0 23 Apr 2021
Compact CNN Structure Learning by Knowledge Distillation Waqar Ahmed Andrea Zunino Pietro Morerio Vittorio Murino 30 5 0 19 Apr 2021
CondenseNet V2: Sparse Feature Reactivation for Deep Networks Le Yang Haojun Jiang Ruojin Cai Yulin Wang Shiji Song Gao Huang Qi Tian DD 25 64 0 09 Apr 2021
Tight Compression: Compressing CNN Through Fine-Grained Pruning and Weight Permutation for Efficient Implementation Xizi Chen Jingyang Zhu Jingbo Jiang Chi-Ying Tsui 19 11 0 03 Apr 2021
MSCFNet: A Lightweight Network With Multi-Scale Context Fusion for Real-Time Semantic Segmentation Guangwei Gao Guoan Xu Yi Yu Jin Xie Jian Yang Dong Yue 21 86 0 24 Mar 2021
Cross-Dataset Collaborative Learning for Semantic Segmentation in Autonomous Driving Li Wang D. Li Han Liu Jinzhan Peng Lu Tian Yi Shan 19 36 0 21 Mar 2021
EADNet: Efficient Asymmetric Dilated Network for Semantic Segmentation Qihang Yang Tao Chen Jiayuan Fan Ye Lu Chongyan Zuo Qinghua Chi SSeg 8 5 0 16 Mar 2021
Compute and memory efficient universal sound source separation Efthymios Tzinis Zhepei Wang Xilin Jiang Paris Smaragdis 23 40 0 03 Mar 2021
Exposing Semantic Segmentation Failures via Maximum Discrepancy Competition Jiebin Yan Yu Zhong Yuming Fang Zhangyang Wang Kede Ma UQCV 22 18 0 27 Feb 2021
Multi-source Pseudo-label Learning of Semantic Segmentation for the Scene Recognition of Agricultural Mobile Robots Shigemichi Matsuzaki J. Miura Hiroaki Masuzawa 32 9 0 12 Feb 2021
ItNet: iterative neural networks with small graphs for accurate, efficient and anytime semantic segmentation Thomas Pfeil GNN 16 0 0 21 Jan 2021
Segmenting Transparent Object in the Wild with Transformer Enze Xie Wenjia Wang Wenhai Wang Pei Sun Hang Xu Ding Liang Ping Luo ViT 227 28 0 21 Jan 2021
Rethinking Semantic Segmentation Evaluation for Explainability and Model Selection Yuxiang Zhang Sachin Mehta A. Caspi 18 20 0 21 Jan 2021
MobileSal: Extremely Efficient RGB-D Salient Object Detection Yu-Huan Wu Yun-Hai Liu Jun Xu Jiawang Bian Yuchao Gu Ming-Ming Cheng 31 104 0 24 Dec 2020
MiniVLM: A Smaller and Faster Vision-Language Model Jianfeng Wang Xiaowei Hu Pengchuan Zhang Xiujun Li Lijuan Wang Lefei Zhang Jianfeng Gao Zicheng Liu VLM MLLM 35 59 0 13 Dec 2020
EVRNet: Efficient Video Restoration on Edge Devices Sachin Mehta Amit Kumar F. Reda Varun Nasery Vikram Mulukutla Rakesh Ranjan Vikas Chandra 9 11 0 03 Dec 2020
SegBlocks: Block-Based Dynamic Resolution Networks for Real-Time Segmentation Thomas Verelst Tinne Tuytelaars SSeg 10 16 0 24 Nov 2020
Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis Daniel Seichter Mona Köhler Benjamin Lewandowski Tim Wengefeld H. Groß 21 214 0 13 Nov 2020
Towards Efficient Scene Understanding via Squeeze Reasoning Xiangtai Li Xia Li Ansheng You Li Zhang Guangliang Cheng Kuiyuan Yang Yunhai Tong Zhouchen Lin GNN 22 23 0 06 Nov 2020
Predicting Terrain Mechanical Properties in Sight for Planetary Rovers with Semantic Clues Ruyi Zhou Wenhao Feng Huaiguang Yang Haibo Gao Nan Li Z. Deng L. Ding 15 4 0 03 Nov 2020
DT-Net: A novel network based on multi-directional integrated convolution and threshold convolution Hongfeng You Long Yu Shengwei Tian Xiang Ma Yan Xing Xiaojie Ma 22 1 0 26 Sep 2020
NASB: Neural Architecture Search for Binary Convolutional Neural Networks Baozhou Zhu Zaid Al-Ars P. Hofstee MQ 24 23 0 08 Aug 2020
HATNet: An End-to-End Holistic Attention Network for Diagnosis of Breast Biopsy Images Sachin Mehta Ximing Lu D. Weaver J. Elmore Hannaneh Hajishirzi Linda G. Shapiro 25 5 0 25 Jul 2020
Sudo rm -rf: Efficient Networks for Universal Audio Source Separation Efthymios Tzinis Zhepei Wang Paris Smaragdis 36 127 0 14 Jul 2020
FrostNet: Towards Quantization-Aware Network Architecture Search Taehoon Kim Y. Yoo Jihoon Yang MQ 22 2 0 17 Jun 2020
RoadNet-RT: High Throughput CNN Architecture and SoC Design for Real-Time Road Segmentation Lin Bai Yecheng Lyu Xinming Huang AI4TS 21 26 0 13 Jun 2020
MiniSeg: An Extremely Minimum Network for Efficient COVID-19 Segmentation Yu Qiu Yun-Hai Liu Shijie Li Jing Xu 22 147 0 21 Apr 2020
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation Changqian Yu Changxin Gao Jingbo Wang Gang Yu Chunhua Shen Nong Sang SSeg 34 1,175 0 05 Apr 2020
A New Multiple Max-pooling Integration Module and Cross Multiscale Deconvolution Network Based on Image Semantic Segmentation Hongfeng You Shengwei Tian Long Yu Xiang Ma Yan Xing Ning Xin SSeg 12 3 0 25 Mar 2020
Highly Efficient Salient Object Detection with 100K Parameters Shanghua Gao Yong-qiang Tan Ming-Ming Cheng Chengze Lu Yunpeng Chen Shuicheng Yan 231 168 0 12 Mar 2020
FarSee-Net: Real-Time Semantic Segmentation by Efficient Multi-scale Context Aggregation and Feature Space Super-resolution Zhanpeng Zhang Kaipeng Zhang SSeg 6 20 0 09 Mar 2020
Anytime Inference with Distilled Hierarchical Neural Ensembles Adria Ruiz Jakob Verbeek UQCV BDL FedML 52 6 0 03 Mar 2020