{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T11:31:21Z","timestamp":1780054281781,"version":"3.54.0"},"reference-count":100,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Hong Kong Research Grants Council","award":["11202320"],"award-info":[{"award-number":["11202320"]}]},{"name":"Hong Kong Research Grants Council","award":["11219422"],"award-info":[{"award-number":["11219422"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Multimedia"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/tmm.2023.3286981","type":"journal-article","created":{"date-parts":[[2023,6,23]],"date-time":"2023-06-23T14:56:43Z","timestamp":1687532203000},"page":"754-767","source":"Crossref","is-referenced-by-count":19,"title":["PointMCD: Boosting Deep Point Cloud Encoders via Multi-View Cross-Modal Distillation for 3D Shape Recognition"],"prefix":"10.1109","volume":"27","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4723-6136","authenticated-orcid":false,"given":"Qijian","family":"Zhang","sequence":"first","affiliation":[{"name":"Department of Computer Science, City University of Hong Kong, Hong Kong SAR"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3431-2021","authenticated-orcid":false,"given":"Junhui","family":"Hou","sequence":"additional","affiliation":[{"name":"Department of Computer Science, City University of Hong Kong, Hong Kong SAR"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yue","family":"Qian","sequence":"additional","affiliation":[{"name":"Department of Computer Science, City University of Hong Kong, Hong Kong SAR"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00470"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/3DV.2016.18"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.170"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.261"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.5194\/isprs-annals-IV-1-W1-91-2017"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1177\/0278364918767506"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00109"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6248074"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00252"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01164"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/IROS.2015.7353481"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298801"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.701"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3072959.3073608"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.99"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.114"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00035"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00027"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00526"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00760"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00165"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00192"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00007"},{"key":"ref24","first-page":"652","article-title":"Pointnet: Deep learning on point sets for 3D classification and segmentation","volume-title":"Proc. IEEE Conf. Comput. Vis. Pattern Recognit.","author":"Qi","year":"2017"},{"key":"ref25","first-page":"5105","article-title":"Pointnet : Deep hierarchical feature learning on point sets in a metric space","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Qi","year":"2017"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01237-3_6"},{"key":"ref27","first-page":"828","article-title":"PointCNN: Convolution on $\\chi$-transformed points","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Li","year":"2018"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00910"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00651"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3326362"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01595"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00095"},{"key":"ref33","first-page":"1","article-title":"Rethinking network design and local geometry in point cloud: A simple residual MLP framework","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Ma","year":"2022"},{"key":"ref34","first-page":"1","article-title":"Very deep convolutional networks for large-scale image recognition","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Simonyan","year":"2015"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref38","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Krizhevsky","year":"2012"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10602-1_48"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.350"},{"key":"ref41","article-title":"ShapeNet: An information-rich 3D model repository","author":"Chang","year":"2015"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1142\/S0129065722500599"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/tmm.2022.3174414"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2018.2859591"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2020.3016894"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2019.2963592"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2020.3007331"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2020.2976627"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2020.3009499"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2020.2974325"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2021.3074240"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00109"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00275"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00319"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00979"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00985"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00169"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00344"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01297"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00563"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00604"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01054"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2021.3129341"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3146714"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01871"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20086-1_35"},{"key":"ref67","first-page":"1","article-title":"Distilling the knowledge in a neural network","volume-title":"Proc. Adv. Neural Inf. Process. Syst. Workshops","author":"Hinton","year":"2014"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-021-01453-z"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01262"},{"key":"ref70","article-title":"Learning from 2D: Pixel-to-point knowledge transfer for 3D pretraining","author":"Liu","year":"2021"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00564"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00444"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00939"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01572"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1145\/1276377.1276407"},{"key":"ref78","first-page":"1","article-title":"Generative and discriminative voxel modeling with convolutional neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst. Workshops","author":"Brock","year":"2016"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-11015-4_49"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1145\/2980179.2980238"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00647"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00967"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00827"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00815"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00029"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46466-4_29"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-49409-8_20"},{"key":"ref88","first-page":"82","article-title":"Learning a probabilistic latent space of object shapes via 3D generative-adversarial modeling","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Wu","year":"2016"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33018376"},{"key":"ref90","first-page":"40","article-title":"Learning representations and generative models for 3D point clouds","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Achlioptas","year":"2018"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00110"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475458"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2957935"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00105"},{"key":"ref95","first-page":"1","article-title":"FitNets: Hints for thin deep nets","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Romero","year":"2015"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00167"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.3233\/ICA-220681"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1109\/tmm.2022.3192661"},{"key":"ref99","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Radford","year":"2021"},{"key":"ref100","first-page":"1","article-title":"Supervision exists everywhere: A data efficient contrastive language-image pre-training paradigm","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Li","year":"2022"}],"container-title":["IEEE Transactions on Multimedia"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6046\/10844992\/10159496.pdf?arnumber=10159496","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,22]],"date-time":"2025-02-22T05:42:51Z","timestamp":1740202971000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10159496\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":100,"URL":"https:\/\/doi.org\/10.1109\/tmm.2023.3286981","relation":{},"ISSN":["1520-9210","1941-0077"],"issn-type":[{"value":"1520-9210","type":"print"},{"value":"1941-0077","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}