{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,27]],"date-time":"2026-09-27T13:38:16Z","timestamp":1790516296000,"version":"4.1.0"},"publisher-location":"New York, NY, USA","reference-count":48,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,10,15]],"date-time":"2018-10-15T00:00:00Z","timestamp":1539561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Fundamental Research Funds for the Central Universities","award":["2016JBZ005"],"award-info":[{"award-number":["2016JBZ005"]}]},{"name":"Fundamental Research Funds for the Central Universities","award":["2018YJS045"],"award-info":[{"award-number":["2018YJS045"]}]},{"name":"Fundamental Research Funds for the Central Universities","award":["2016YJS041"],"award-info":[{"award-number":["2016YJS041"]}]},{"name":"National Natural Science Foundation of China","award":["61472029"],"award-info":[{"award-number":["61472029"]}]},{"name":"National Natural Science Foundation of China","award":["61273364"],"award-info":[{"award-number":["61273364"]}]},{"name":"National Natural Science Foundation of China","award":["61473031"],"award-info":[{"award-number":["61473031"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,10,15]]},"DOI":"10.1145\/3240508.3240542","type":"proceedings-article","created":{"date-parts":[[2018,10,18]],"date-time":"2018-10-18T13:52:08Z","timestamp":1539870728000},"page":"483-491","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":41,"title":["GraphNet"],"prefix":"10.1145","author":[{"given":"Mengyang","family":"Pu","sequence":"first","affiliation":[{"name":"Beijing Jiaotong University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yaping","family":"Huang","sequence":"additional","affiliation":[{"name":"Beijing Jiaotong University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qingji","family":"Guan","sequence":"additional","affiliation":[{"name":"Beijing Jiaotong University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qi","family":"Zou","sequence":"additional","affiliation":[{"name":"Beijing Jiaotong University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2018,10,15]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.120"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.49"},{"key":"e_1_3_2_1_3_1","volume-title":"Segnet: A deep convolutional encoder-decoder architecture for image segmentation","author":"Badrinarayanan Vijay","year":"2017"},{"key":"e_1_3_2_1_4_1","unstructured":"Aayush Bansal Xinlei Chen Bryan Russell Abhinav Gupta Ramanan et almbox. 2017. Pixelnet: Representation of the pixels by the pixels and for the pixels. arXiv preprint arXiv:1702.06506 (2017). Aayush Bansal Xinlei Chen Bryan Russell Abhinav Gupta Ramanan et almbox. 2017. Pixelnet: Representation of the pixels by the pixels and for the pixels. arXiv preprint arXiv:1702.06506 (2017)."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-006-7934-5"},{"key":"e_1_3_2_1_6_1","unstructured":"Joan Bruna Wojciech Zaremba Arthur Szlam and Yann LeCun. 2013. Spectral networks and locally connected networks on graphs. arXiv preprint arXiv:1312.6203 (2013). Joan Bruna Wojciech Zaremba Arthur Szlam and Yann LeCun. 2013. Spectral networks and locally connected networks on graphs. arXiv preprint arXiv:1312.6203 (2013)."},{"key":"e_1_3_2_1_7_1","volume-title":"Deeplab: Semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected crfs","author":"Chen Liang-Chieh","year":"2018"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"crossref","unstructured":"Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff and Hartwig Adam. 2018b. Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation. arXiv preprint arXiv:1802.02611 (2018). Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff and Hartwig Adam. 2018b. Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation. arXiv preprint arXiv:1802.02611 (2018).","DOI":"10.1007\/978-3-030-01234-2_49"},{"key":"e_1_3_2_1_9_1","first-page":"55","article-title":"Spectral Graph Theory CBMS Series","volume":"9","author":"Chung F. R. K.","year":"1997","journal-title":"American Mathematical Society"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.191"},{"key":"e_1_3_2_1_11_1","unstructured":"Micha\u00ebl Defferrard Xavier Bresson and Pierre Vandergheynst. 2016. Convolutional neural networks on graphs with fast localized spectral filtering. In Advances in Neural Information Processing Systems. 3844--3852. Micha\u00ebl Defferrard Xavier Bresson and Pierre Vandergheynst. 2016. Convolutional neural networks on graphs with fast localized spectral filtering. In Advances in Neural Information Processing Systems. 3844--3852."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"e_1_3_2_1_13_1","volume-title":"Proceedings of the IEEE conference on computer vision and pattern recognition. 5957--5966","author":"Durand T."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-014-0733-5"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000022288.19776.77"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2010.04.005"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126343"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"crossref","unstructured":"Kaiming He Georgia Gkioxari Piotr Doll\u00e1r and Ross Girshick. 2017. Mask r-cnn. In proceeding of the IEEE conference on Computer Vision. IEEE 2980--2988. Kaiming He Georgia Gkioxari Piotr Doll\u00e1r and Ross Girshick. 2017. Mask r-cnn. In proceeding of the IEEE conference on Computer Vision. IEEE 2980--2988.","DOI":"10.1109\/ICCV.2017.322"},{"key":"e_1_3_2_1_19_1","unstructured":"Mikael Henaff Joan Bruna and Yann Lecun. 2015. Deep Convolutional Networks on Graph-Structured Data. Computer Science (2015). Mikael Henaff Joan Bruna and Yann Lecun. 2015. Deep Convolutional Networks on Graph-Structured Data. Computer Science (2015)."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"crossref","unstructured":"Seunghoon Hong Donghun Yeo Suha Kwak Honglak Lee and Bohyung Han. 2017. Weakly supervised semantic segmentation using web-crawled videos. arXiv preprint arXiv:1701.00352 . Seunghoon Hong Donghun Yeo Suha Kwak Honglak Lee and Bohyung Han. 2017. Weakly supervised semantic segmentation using web-crawled videos. arXiv preprint arXiv:1701.00352 .","DOI":"10.1109\/CVPR.2017.239"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.573"},{"key":"e_1_3_2_1_22_1","volume-title":"Proceedings of the IEEE conference on computer vision and pattern recognition. 1665--1674","author":"Khoreva A."},{"key":"e_1_3_2_1_23_1","volume-title":"Semi-Supervised Classification with Graph Convolutional Networks. In International Conference on Learning Representations (ICLR) .","author":"Thomas"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"crossref","unstructured":"Suha Kwak Seunghoon Hong Bohyung Han et almbox. 2017. Weakly Supervised Semantic Segmentation Using Superpixel Pooling Network.. In AAAI. 4111--4117. Suha Kwak Seunghoon Hong Bohyung Han et almbox. 2017. Weakly Supervised Semantic Segmentation Using Superpixel Pooling Network.. In AAAI. 4111--4117.","DOI":"10.1609\/aaai.v31i1.11213"},{"key":"e_1_3_2_1_25_1","unstructured":"Yujia Li Daniel Tarlow Marc Brockschmidt and Richard Zemel. 2015. Gated Graph Sequence Neural Networks. Computer Science (2015). Yujia Li Daniel Tarlow Marc Brockschmidt and Richard Zemel. 2015. Gated Graph Sequence Neural Networks. Computer Science (2015)."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46448-0_8"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.347"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.344"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.119"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.203"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.209"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298780"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.160"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.81"},{"key":"e_1_3_2_1_36_1","unstructured":"Karen Simonyan and Andrew Zisserman. 2014. Very Deep Convolutional Networks for Large-Scale Image Recognition. Computer Science (2014). Karen Simonyan and Andrew Zisserman. 2014. Very Deep Convolutional Networks for Large-Scale Image Recognition. Computer Science (2014)."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"crossref","unstructured":"Meng Tang Abdelaziz Djelouah Federico Perazzi Yuri Boykov and Christopher Schroers. 2018. Normalized Cut Loss for Weakly-supervised CNN Segmentation. (2018). https:\/\/arxiv.org\/abs\/1804.01346 Meng Tang Abdelaziz Djelouah Federico Perazzi Yuri Boykov and Christopher Schroers. 2018. Normalized Cut Loss for Weakly-supervised CNN Segmentation. (2018). https:\/\/arxiv.org\/abs\/1804.01346","DOI":"10.1109\/CVPR.2018.00195"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.315"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-010-0611-2"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/2733373.2806322"},{"key":"e_1_3_2_1_41_1","volume-title":"Proceedings of the IEEE conference on computer vision and pattern recognition. 6488--6496","author":"Wei Y."},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2016.01.015"},{"key":"e_1_3_2_1_43_1","volume-title":"Stc: A simple to complex framework for weakly-supervised semantic segmentation","author":"Wei Yunchao","year":"2017"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/2733373.2806319"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/2733373.2806329"},{"key":"e_1_3_2_1_46_1","volume-title":"Proceedings of the IEEE conference on computer vision and pattern recognition","volume":"1","author":"Yu F."},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.660"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.319"}],"event":{"name":"MM '18: ACM Multimedia Conference","location":"Seoul Republic of Korea","acronym":"MM '18","sponsor":["SIGMM ACM Special Interest Group on Multimedia"]},"container-title":["Proceedings of the 26th ACM international conference on Multimedia"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3240508.3240542","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3240508.3240542","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T20:40:06Z","timestamp":1775248806000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3240508.3240542"}},"subtitle":["Learning Image Pseudo Annotations for Weakly-Supervised Semantic Segmentation"],"short-title":[],"issued":{"date-parts":[[2018,10,15]]},"references-count":48,"alternative-id":["10.1145\/3240508.3240542","10.1145\/3240508"],"URL":"https:\/\/doi.org\/10.1145\/3240508.3240542","relation":{},"subject":[],"published":{"date-parts":[[2018,10,15]]},"assertion":[{"value":"2018-10-15","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}