{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T01:39:03Z","timestamp":1774402743281,"version":"3.50.1"},"reference-count":90,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,19]]},"DOI":"10.1109\/iccvw69036.2025.00668","type":"proceedings-article","created":{"date-parts":[[2026,2,23]],"date-time":"2026-02-23T20:44:02Z","timestamp":1771879442000},"page":"6442-6453","source":"Crossref","is-referenced-by-count":1,"title":["DNF-Avatar: Distilling Neural Fields for Real-time Animatable Avatar Relighting"],"prefix":"10.1109","author":[{"given":"Zeren","family":"Jiang","sequence":"first","affiliation":[{"name":"University of Oxford,Visual Geometry Group"}]},{"given":"Shaofei","family":"Wang","sequence":"additional","affiliation":[{"name":"ETH Zürich"}]},{"given":"Siyu","family":"Tang","sequence":"additional","affiliation":[{"name":"ETH Zürich"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00542"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00875"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3450626.3459829"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01565"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19824-3_20"},{"key":"ref6","author":"Chen","year":"2023","journal-title":"Neusg: Neural implicit surface reconstruction with 3d gaussian splatting guidance"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3271569"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73113-6_15"},{"key":"ref9","article-title":"Relighting4d: Neural re-lightable human from videos","author":"Chen","year":"2022","journal-title":"ECCV"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00020"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/2766945"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00775"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/344779.344855"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2897824.2925969"},{"key":"ref15","author":"Gao","year":"2023","journal-title":"Relightable 3d gaussian: Real-time point cloud relighting with brdf decomposition and ray tracing"},{"key":"ref16","article-title":"MiniLLM: Knowledge distillation of large language models","author":"Gu","year":"2024","journal-title":"ICLR"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01236"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72673-6_2"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.00522"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3355089.3356571"},{"key":"ref21","author":"Hinton","year":"2015","journal-title":"Distilling the knowledge in a neural network"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01930"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3641519.3657428"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3592415"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.02115"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01599"},{"key":"ref27","volume":"2311.10812","author":"Jena","year":"2023","journal-title":"Splatarmor: Articulated gaussian splatting for animatable humans from monocular rgb videos"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01623"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00019"},{"key":"ref30","author":"Jiang","journal-title":"Geo4d: Leveraging video genera-tors for geometric 4d scene reconstruction"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00024"},{"key":"ref32","article-title":"Real shading in unreal engine 4","volume-title":"Proc. of SIGGRAPH","author":"Karis","year":"2013"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3592433"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00055"},{"key":"ref35","author":"Lan","year":"2025","journal-title":"Stream3r: Scalable sequential 3d reconstruction with causal transformer"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01879"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.12047"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/iccv48922.2021.01315"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52733.2024.01864"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52733.2024.01864"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02045"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i4.28136"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01694"},{"key":"ref44","volume":"2311.16482","author":"Liu","year":"2023","journal-title":"Animatable 3d gaussian: Fast and high-quality reconstruction of multiple human avatars"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/2816795.2818013"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/2816795.2818013"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00459"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58452-8_24"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00081"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3528223.3530127"},{"key":"ref51","author":"Niemeyer","year":"2024","journal-title":"Radsplat: Radiance field-informed gaussian splat-ting for robust real-time rendering with 900+ fps"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00554"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00117"},{"key":"ref54","article-title":"Deepsdf: Learning con-tinuous signed distance functions for shape representation","author":"Joon Park","year":"2019","journal-title":"CVPR"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00894"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/3072959.3073679"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00480"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/3528233.3530740"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1145\/3528223.3530122"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00021"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/3543863"},{"key":"ref62","volume-title":"Deep marching tetrahedra: a hybrid representation for high-resolution 3d shape synthesis","author":"Shen","year":"2021"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00538"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00043"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00455"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2007.1006"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00541"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20077-9_19"},{"key":"ref69","author":"Wang","year":"2024","journal-title":"Distillnerf: Perceiving 3d scenes from single-glance images by distilling neural fields and foundation model features"},{"key":"ref70","article-title":"Neus: Learning neural im-plicit surfaces by volume rendering for multi-view reconstruction","author":"Wang","year":"2021","journal-title":"Advances in Neural Information Processing Systems (NeurIPS)"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00184"},{"key":"ref72","volume":"2501.14726","author":"Wang","year":"2025","journal-title":"Relightable full-body gaussian codec avatars"},{"key":"ref73","author":"Wang","year":"2025","journal-title":"Scalable permutation-equivariant visual geometry learning"},{"key":"ref74","author":"Xie","year":"2023","journal-title":"Physgaussian: Physics-integrated 3d gaussians for generative dynamics"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00536"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00100"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73220-1_25"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW60793.2023.00455"},{"key":"ref79","article-title":"Vol-ume rendering of neural implicit surfaces","author":"Yariv","year":"2021","journal-title":"Advances in Neural Information Processing Systems (NeurIPS)"},{"key":"ref80","volume-title":"Animatable 3d gaussians for high-fidelity synthesis of human motions","volume":"2311.13404","author":"Ye","year":"2023"},{"key":"ref81","author":"Yu","year":"2024","journal-title":"Gsdf: 3dgs meets sdf for improved rendering and reconstruction"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2025.3569923"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1145\/3550469.3555413"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1145\/3446328"},{"issue":"6","key":"ref85","doi-asserted-by":"crossref","first-page":"237:1","DOI":"10.1145\/3478513.3480496","article-title":"Ner-factor: neural factorization of shape and reflectance under an unknown illumination","volume":"40","author":"Zhang","year":"2021","journal-title":"ACM Trans. on Graphics"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01809"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.02033"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2025.3599415"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.01542"},{"key":"ref90","volume":"2311.08581","author":"Zielonka","year":"2023","journal-title":"Driv-able 3d gaussian avatars"}],"event":{"name":"2025 IEEE\/CVF International Conference on Computer Vision Workshops (ICCVW)","location":"Honolulu, HI, USA","start":{"date-parts":[[2025,10,19]]},"end":{"date-parts":[[2025,10,20]]}},"container-title":["2025 IEEE\/CVF International Conference on Computer Vision Workshops (ICCVW)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11373940\/11374285\/11375735.pdf?arnumber=11375735","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T07:35:54Z","timestamp":1771918554000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11375735\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,19]]},"references-count":90,"URL":"https:\/\/doi.org\/10.1109\/iccvw69036.2025.00668","relation":{},"subject":[],"published":{"date-parts":[[2025,10,19]]}}}