{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T01:23:11Z","timestamp":1740100991993,"version":"3.37.3"},"reference-count":41,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61972221,62021002,61572274"],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,6]]},"DOI":"10.1109\/cvpr52688.2022.00371","type":"proceedings-article","created":{"date-parts":[[2022,9,27]],"date-time":"2022-09-27T19:56:41Z","timestamp":1664308601000},"page":"3719-3728","source":"Crossref","is-referenced-by-count":1,"title":["SoftCollage: A Differentiable Probabilistic Tree Generator for Image Collage"],"prefix":"10.1109","author":[{"given":"Jiahao","family":"Yu","sequence":"first","affiliation":[{"name":"School of Software, BNRist, Tsinghua University,Beijing,China"}]},{"given":"Li","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Software, BNRist, Tsinghua University,Beijing,China"}]},{"given":"Mingrui","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Software, BNRist, Tsinghua University,Beijing,China"}]},{"given":"Mading","family":"Li","sequence":"additional","affiliation":[{"name":"Kuaishou Technology,Beijing,China"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"crossref","first-page":"1286","DOI":"10.1109\/TCYB.2015.2448236","article-title":"Tree-based visualization and optimization for image collection","volume":"46","author":"xintong","year":"2016","journal-title":"IEEE Transactions on Cybernetics"},{"doi-asserted-by":"publisher","key":"ref38","DOI":"10.1007\/s11042-014-2375-6"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"347","DOI":"10.1109\/CVPR.2006.224","article-title":"Picture collage","volume":"1","author":"wang","year":"0","journal-title":"2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06)"},{"key":"ref32","first-page":"5998","article-title":"Attention is all you need","author":"vaswani","year":"0","journal-title":"Advances in neural information processing systems"},{"doi-asserted-by":"publisher","key":"ref31","DOI":"10.1109\/MCG.2011.89"},{"key":"ref30","first-page":"1057","article-title":"Policy gradient methods for reinforcement learning with function approximation","author":"sutton","year":"0","journal-title":"Advances in neural information processing systems"},{"doi-asserted-by":"publisher","key":"ref37","DOI":"10.1109\/APSIPA.2013.6694305"},{"year":"2009","author":"wei","journal-title":"Efficient optimization of photo collage","key":"ref36"},{"key":"ref35","article-title":"Salient object detection in the deep learning era: An in-depth survey","author":"wang","year":"2021","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"doi-asserted-by":"publisher","key":"ref34","DOI":"10.1109\/CVPR.2017.404"},{"doi-asserted-by":"publisher","key":"ref10","DOI":"10.1117\/12.411879"},{"key":"ref40","doi-asserted-by":"crossref","first-page":"431","DOI":"10.1007\/s00371-009-0346-0","article-title":"An improved belief propagation method for dynamic collage","volume":"25","author":"yang","year":"2009","journal-title":"The Visual Computer"},{"key":"ref11","first-page":"315","article-title":"Deep sparse rectifier neural networks","volume":"15","author":"glorot","year":"2011","journal-title":"Journal of Machine Learning Research"},{"doi-asserted-by":"publisher","key":"ref12","DOI":"10.1111\/j.1467-8659.2009.01615.x"},{"doi-asserted-by":"publisher","key":"ref13","DOI":"10.1109\/TVCG.2015.2489660"},{"doi-asserted-by":"publisher","key":"ref14","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref15","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2015","journal-title":"3rd International Conference on Learning Representations ICLR 2015"},{"doi-asserted-by":"publisher","key":"ref16","DOI":"10.1109\/TVCG.2017.2764895"},{"key":"ref17","article-title":"A structured self-attentive sentence embedding","author":"lin","year":"2017","journal-title":"5th International Conference on Learning Representations ICLR 2017"},{"doi-asserted-by":"publisher","key":"ref18","DOI":"10.1109\/TVCG.2017.2703853"},{"doi-asserted-by":"publisher","key":"ref19","DOI":"10.1109\/TMM.2009.2030741"},{"doi-asserted-by":"publisher","key":"ref28","DOI":"10.1109\/TVCG.2021.3113031"},{"doi-asserted-by":"publisher","key":"ref4","DOI":"10.1145\/2801126"},{"key":"ref27","article-title":"Automatic creation of magazine-page-like social media visual summary for mobile browsing","author":"shuang","year":"0","journal-title":"2016 IEEE International Conference on Image Processing (ICIP)"},{"doi-asserted-by":"publisher","key":"ref3","DOI":"10.1145\/1459359.1459496"},{"year":"2013","author":"cheung","journal-title":"Shape collage online","key":"ref6"},{"doi-asserted-by":"publisher","key":"ref29","DOI":"10.1111\/j.1467-8659.2012.03106.x"},{"doi-asserted-by":"publisher","key":"ref5","DOI":"10.1142\/S0218001493000339"},{"doi-asserted-by":"publisher","key":"ref8","DOI":"10.1109\/ICMEW.2012.59"},{"doi-asserted-by":"publisher","key":"ref7","DOI":"10.1109\/CVPR.2009.5206848"},{"year":"2019","journal-title":"Collageit online","key":"ref2"},{"doi-asserted-by":"publisher","key":"ref9","DOI":"10.1016\/j.cag.2020.02.006"},{"doi-asserted-by":"publisher","key":"ref1","DOI":"10.1109\/TVCG.2013.242"},{"doi-asserted-by":"publisher","key":"ref20","DOI":"10.1016\/j.jvlc.2006.09.002"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1023\/A:1011139631724","article-title":"Modeling the shape of the scene: A holistic representation of the spatial envelope","volume":"42","author":"oliva","year":"2001","journal-title":"International Journal of Computer Vision"},{"key":"ref21","article-title":"Mixed integer optimization for layout arrangement","author":"nieto","year":"0","journal-title":"Graphics Patterns and Images IEEE"},{"key":"ref24","first-page":"8026","article-title":"Pytorch: An imperative style, high-performance deep learning library","volume":"32","author":"paszke","year":"0","journal-title":"Advances in neural information processing systems"},{"key":"ref41","first-page":"182","article-title":"Content-aware photo collage using circle packing","volume":"20","author":"yu","year":"2013","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"ref23","article-title":"Content-based visual summarization for image collections","author":"pan","year":"2019","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"doi-asserted-by":"publisher","key":"ref26","DOI":"10.1109\/CVPR.2005.130"},{"doi-asserted-by":"publisher","key":"ref25","DOI":"10.1145\/1141911.1141965"}],"event":{"name":"2022 IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","start":{"date-parts":[[2022,6,18]]},"location":"New Orleans, LA, USA","end":{"date-parts":[[2022,6,24]]}},"container-title":["2022 IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9878378\/9878366\/09879604.pdf?arnumber=9879604","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,27]],"date-time":"2023-11-27T21:01:28Z","timestamp":1701118888000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9879604\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/cvpr52688.2022.00371","relation":{},"subject":[],"published":{"date-parts":[[2022,6]]}}}