Towards Sustainable Self-supervised Learning

Shanghua Gao, Pan Zhou, Ming-Ming Cheng, Shuicheng Yan

[pdf] [code]

Large-scale Unsupervised Semantic Segmentation

Shanghua Gao, Zhong-Yu Li, Ming-Hsuan Yang, Ming-Ming Cheng, Junwei Han, Philip Torr

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022

[pdf] [project] [code] [ImageNet-S]

RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks

Shanghua Gao, Zhong-Yu Li, Qi Han, Ming-Ming Cheng, Liang Wang

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022

Global2Local: Efficient Structure Search for Video Action Segmentation

Shanghua Gao*, Qi Han*, Zhong-Yu Li, Pai Peng, Liang Wang, Ming-Ming Cheng

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021

[pdf-pami] [pdf-cvpr] [project] [code]

A Highly Efficient Model to Study the Semantics of Salient Object Detection

Ming-Ming Cheng*, Shanghua Gao*, Ali Borji, Yong-Qiang Tan, Zheng Lin, Meng Wang

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

Highly Efficient Salient Object Detection with 100K Parameters

Shanghua Gao, Yong-Qiang Tan, Ming-Ming Cheng, Chengze Lu, Yunpeng Chen, Shuicheng Yan

European Conference on Computer Vision (ECCV), 2020

[pdf-pami] [pdf-eccv] [bib] [project] [code]

Representative Batch Normalization with Feature Calibration

Shanghua Gao, Qi Han, Duo Li, Ming-Ming Cheng, Pai Peng

Oral, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021

[pdf] [project] [bib] [code]

Res2Net: A New Multi-scale Backbone Architecture

Shanghua Gao, Ming-Ming Cheng, Kai Zhao, Xin-Yu Zhang, Ming-Hsuan Yang, Philip Torr

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

[pdf] [bib] [DEMO] [project] [code] [PPT] [中文版]

JCS: An explainable COVID-19 diagnosis system by joint classification and segmentation

Yu-Huan Wu, Shanghua Gao, Jie Mei, Jun Xu, Deng-Ping Fan, Chao-Wei Zhao, Ming-Ming Cheng

IEEE Transactions on Image Processing (TIP), 2021

[pdf] [bib]

Point-based Iterative Graph Exploration for Road Graphs Extraction

Yong-Qiang Tan, Shanghua Gao, Xuan-Yi Li, Ming-Ming Cheng, Bo Ren

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020

[pdf] [bib] [project]

Optimizing the F-measure for Threshold-free Salient Object Detection

Kai Zhao, Shanghua Gao, Wenguan Wang, Ming-Ming Cheng

IEEE International Conference on Computer Vision (ICCV), 2019

[pdf] [bib] [project] [code]

Hi-Fi: Hierarchical Feature Integration for Skeleton Detection

Kai Zhao, Wei Shen, Shanghua Gao, Dandan Li, Ming-Ming Cheng

International Joint Conference on Artificial Intelligence (IJCAI), 2018

[pdf] [bib] [project] [code] [中文版]

Salient Objects in Clutter: Bringing Salient Object Detection to the Foreground

Deng-Ping Fan, Ming-Ming Cheng*, Jiang-Jiang Liu, Shanghua Gao, Qinbin Hou, Ali Borji

European Conference on Computer Vision (ECCV), 2018

[pdf] [bib] [project] [中文版]

Orbital Angular Momentum for Wireless Communications

Wenchi Cheng, Wei Zhang, Haiyue Jing, Shanghua Gao, Hailin Zhang

IEEE Wireless Communications Magazine, 2018

[pdf] [bib] [project]

Bifocal-Lens Converging Based OAM Wireless Communications

Shanghua Gao, Wenchi Cheng, Hailin Zhang

IEEE Journal of Communications and Information Networks (JCIN), 2019

High-efficient beam-converging for UCA based radio vortex wireless communications

Shanghua Gao, Wenchi Cheng, Hailin Zhang, Zan Li

IEEE/CIC International Conference on Communications in China (ICCC), 2017

[pdf_journal] [pdf_conf] [bib_journal] [bib_conf] [project]