Highly Efficient Salient Object Detection with 100K Parameters

12 March 2020

Ming-Ming Cheng

Papers citing "Highly Efficient Salient Object Detection with 100K Parameters"

50 / 60 papers shown

Title
Uncertainty Guided Refinement for Fine-Grained Salient Object Detection Yao Yuan Pan Gao Qun Dai Jie Qin Wei Xiang 176 0 0 13 Apr 2025
Shifting Spotlight for Co-supervision: A Simple yet Efficient Single-branch Network to See Through Camouflage Yang Hu Jinxia Zhang Kaihua Zhang Yin Yuan Jiale Huang Z. Zhan Xinyu Wang 69 1 0 31 Dec 2024
HESSO: Towards Automatic Efficient and User Friendly Any Neural Network Training and Pruning Tianyi Chen Xiaoyi Qu David Aponte Colby R. Banbury Jongwoo Ko Tianyu Ding Yong Ma Vladimir Lyapunov Ilya Zharkov Luming Liang 124 2 0 11 Sep 2024
Gradient-Induced Co-Saliency Detection Zhao Zhang Wenda Jin Jun Xu Ming-Ming Cheng 83 108 0 28 Apr 2020
Deep Hough Transform for Semantic Line Detection Kai Zhao Qi Han Chang-Bin Zhang Jun Xu Mingg-Ming Cheng 48 178 0 10 Mar 2020
Linear Context Transform Block D. Ruan Jun Wen Nenggan Zheng Min Zheng ViT 24 23 0 06 Sep 2019
EGNet:Edge Guidance Network for Salient Object Detection Jiaxing Zhao Jiangjiang Liu Deng-Ping Fan Yang Cao Jufeng Yang Ming-Ming Cheng 101 910 0 22 Aug 2019
Towards High-Resolution Salient Object Detection Yi Zeng Pingping Zhang Jianming Zhang Zhe Lin Huchuan Lu 56 200 0 20 Aug 2019
DABNet: Depth-wise Asymmetric Bottleneck for Real-time Semantic Segmentation Gen Li Inyong Yun Jong-Han Kim Joongkyu Kim 39 204 0 26 Jul 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 131 18,058 0 28 May 2019
Searching for MobileNetV3 Andrew G. Howard Mark Sandler Grace Chu Liang-Chieh Chen Bo Chen ... Yukun Zhu Ruoming Pang Vijay Vasudevan Quoc V. Le Hartwig Adam 333 6,737 0 06 May 2019
A Simple Pooling-Based Design for Real-Time Salient Object Detection Jiangjiang Liu Qibin Hou Ming-Ming Cheng Jiashi Feng Jianmin Jiang ObjD 79 862 0 21 Apr 2019
Cascaded Partial Decoder for Fast and Accurate Salient Object Detection Zhe Wu Li Su Qingming Huang ObjD 82 819 0 18 Apr 2019
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution Yunpeng Chen Haoqi Fan Bing Xu Zhicheng Yan Yannis Kalantidis Marcus Rohrbach Shuicheng Yan Jiashi Feng 98 558 0 10 Apr 2019
Res2Net: A New Multi-scale Backbone Architecture Shanghua Gao Ming-Ming Cheng Kai Zhao Xinyu Zhang Ming-Hsuan Yang Philip Torr 100 2,382 0 02 Apr 2019
MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning Zechun Liu Haoyuan Mu Xiangyu Zhang Zichao Guo Xin Yang K. Cheng Jian Sun 71 559 0 25 Mar 2019
On Implicit Filter Level Sparsity in Convolutional Neural Networks Dushyant Mehta K. Kim Christian Theobalt 62 27 0 29 Nov 2018
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network Sachin Mehta Mohammad Rastegari Linda G. Shapiro Hannaneh Hajishirzi VLM 57 398 0 28 Nov 2018
CGNet: A Light-weight Context Guided Network for Semantic Segmentation Tianyi Wu Sheng Tang Rui Zhang Yongdong Zhang SSeg 95 518 0 20 Nov 2018
Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration Yang He Ping Liu Ziwei Wang Zhilan Hu Yi Yang AAML 3DPC 87 1,048 0 01 Nov 2018
Three Mechanisms of Weight Decay Regularization Guodong Zhang Chaoqi Wang Bowen Xu Roger C. Grosse 62 258 0 29 Oct 2018
Self-Erasing Network for Integral Object Attention Qibin Hou Peng-Tao Jiang Yunchao Wei Ming-Ming Cheng 83 278 0 23 Oct 2018
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks Yang He Guoliang Kang Xuanyi Dong Yanwei Fu Yi Yang AAML VLM 60 963 0 21 Aug 2018
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 126 2,197 0 02 Aug 2018
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design Ningning Ma Xiangyu Zhang Haitao Zheng Jian Sun 162 4,970 0 30 Jul 2018
Reverse Attention for Salient Object Detection Shuhan Chen Xiuli Tan Benge Wang Xuelong Hu 60 558 0 26 Jul 2018
Optimizing the F-measure for Threshold-free Salient Object Detection Kai Zhao Shanghua Gao Dandan Li Ming-Ming Cheng 40 63 0 19 May 2018
Three Birds One Stone: A General Architecture for Salient Object Segmentation, Edge Detection and Skeleton Extraction Qibin Hou Jiangjiang Liu Ming-Ming Cheng Ali Borji Philip Torr 41 9 0 27 Mar 2018
Salient Objects in Clutter: Bringing Salient Object Detection to the Foreground Deng-Ping Fan Ming-Ming Cheng Jiangjiang Liu Shanghua Gao Qibin Hou Ali Borji 52 311 0 16 Mar 2018
S4Net: Single Stage Salient-Instance Segmentation Ruochen Fan Ming-Ming Cheng Qibin Hou Tai-Jiang Mu Jingdong Wang Shimin Hu ISeg SSeg 55 84 0 21 Nov 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 399 26,365 0 05 Sep 2017
Learning Efficient Convolutional Networks through Network Slimming Zhuang Liu Jianguo Li Zhiqiang Shen Gao Huang Shoumeng Yan Changshui Zhang 122 2,418 0 22 Aug 2017
Learning Uncertain Convolutional Features for Accurate Saliency Detection Pingping Zhang D. Wang Huchuan Lu Hongyu Wang Baocai Yin 76 429 0 07 Aug 2017
Amulet: Aggregating Multi-level Convolutional Features for Salient Object Detection Pingping Zhang D. Wang Huchuan Lu Hongyu Wang Xiang Ruan 67 736 0 07 Aug 2017
ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression Jian-Hao Luo Jianxin Wu Weiyao Lin 52 1,760 0 20 Jul 2017
Channel Pruning for Accelerating Very Deep Neural Networks Yihui He Xiangyu Zhang Jian Sun 196 2,521 0 19 Jul 2017
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices Xiangyu Zhang Xinyu Zhou Mengxiao Lin Jian Sun AI4TS 132 6,850 0 04 Jul 2017
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 1.1K 20,813 0 17 Apr 2017
Instance-Level Salient Object Segmentation Guanbin Li Yuan Xie Liang Lin Yizhou Yu 49 282 0 12 Apr 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 446 22,040 0 09 Dec 2016
Deeply supervised salient object detection with short connections Qibin Hou Ming-Ming Cheng Xiao-Wei Hu Ali Borji Zhuowen Tu Philip Torr 69 1,328 0 15 Nov 2016
Pruning Filters for Efficient ConvNets Hao Li Asim Kadav Igor Durdanovic H. Samet H. Graf 3DPC 188 3,693 0 31 Aug 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 312 2,077 0 07 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 666 37,806 0 20 May 2016
Deep Saliency with Encoded Low level Distance Map and High Level Features Gayoung Lee Yu-Wing Tai Junmo Kim FAtt 72 445 0 19 Apr 2016
Deep Contrast Learning for Salient Object Detection Guanbin Li Yizhou Yu 70 729 0 07 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.1K 193,426 0 10 Dec 2015
DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection Xi Li Liming Zhao Lina Wei Ming-Hsuan Yang Leilei Gan Yueting Zhuang Haibin Ling Jingdong Wang 58 496 0 19 Oct 2015
Visual Saliency Based on Multiscale Deep Features Guanbin Li Yizhou Yu FAtt 90 1,224 0 30 Mar 2015
Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network Seunghoon Hong Tackgeun You Suha Kwak Bohyung Han 79 827 0 24 Feb 2015