{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,13]],"date-time":"2025-11-13T18:49:16Z","timestamp":1763059756602,"version":"3.45.0"},"reference-count":29,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,9,30]],"date-time":"2025-09-30T00:00:00Z","timestamp":1759190400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,30]],"date-time":"2025-09-30T00:00:00Z","timestamp":1759190400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100003593","name":"CNPq","doi-asserted-by":"publisher","award":["301789\/2025-8,406141\/2023"],"award-info":[{"award-number":["301789\/2025-8,406141\/2023"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,9,30]]},"DOI":"10.1109\/sibgrapi67909.2025.11223348","type":"proceedings-article","created":{"date-parts":[[2025,11,11]],"date-time":"2025-11-11T18:26:15Z","timestamp":1762885575000},"page":"1-6","source":"Crossref","is-referenced-by-count":0,"title":["Toward Linear Representations of Foundation Models for Histopathology Image Retrieval"],"prefix":"10.1109","author":[{"given":"Matheus","family":"Santos","sequence":"first","affiliation":[{"name":"Institute of Computing, Federal University of Bahia,Intelligent Vision Research Lab"}]},{"given":"Igor","family":"Borja","sequence":"additional","affiliation":[{"name":"Institute of Computing, Federal University of Bahia,Intelligent Vision Research Lab"}]},{"given":"David","family":"Lima","sequence":"additional","affiliation":[{"name":"Institute of Computing, Federal University of Bahia,Intelligent Vision Research Lab"}]},{"given":"Grinaldo","family":"Oliveira","sequence":"additional","affiliation":[{"name":"Institute of Computing, Federal University of Bahia,Intelligent Vision Research Lab"}]},{"given":"\u00c2ngelo","family":"Duarte","sequence":"additional","affiliation":[{"name":"State University of Feira de Santana,High-Performance Computing Lab,Department of Technology"}]},{"given":"Washington","family":"Santos","sequence":"additional","affiliation":[{"name":"Gon&#x00E7;alo Moniz Institute, Funda&#x00E7;&#x00E3;o Oswaldo Cruz,Structural and Molecular Pathology Lab"}]},{"given":"Luciano","family":"Oliveira","sequence":"additional","affiliation":[{"name":"Institute of Computing, Federal University of Bahia,Intelligent Vision Research Lab"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-013-9619-2"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3218591"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.07.139"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2021.3080920"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2911630"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2018.2827703"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2020.101757"},{"key":"ref8","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"International Conference on Machine Learning","author":"Radford","year":"2021"},{"key":"ref9","first-page":"9912","article-title":"Unsupervised learning of visual features by contrasting cluster assignments","volume":"33","author":"Caron","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00951"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s41551-022-00929-8"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2022.102645"},{"key":"ref13","article-title":"Prototypical networks for few-shot learning","volume-title":"CoRR","author":"Snell","year":"2017"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-024-02857-3"},{"journal-title":"Virchow2: scaling self-supervised mixed magnification models in pathology","year":"2024","author":"Zimmermann","key":"ref15"},{"key":"ref16","first-page":"2023","article-title":"Scaling self-supervised learning for histopathology with masked image modeling","author":"Filiot","year":"2023","journal-title":"MedRxiv"},{"volume-title":"Phikon-v2, a large and public feature extractor for biomarker prediction","author":"Filiot","key":"ref17"},{"journal-title":"Dinov2: learning robust visual features without supervision","year":"2023","author":"Oquab","key":"ref18"},{"key":"ref19","article-title":"Neural discrete representation learning","volume":"30","author":"Van","year":"2017","journal-title":"Advances in Neural Information Processing Systems"},{"volume-title":"Resnet strikes back: An improved training procedure in timm","year":"2021","author":"Wightman","key":"ref20"},{"volume-title":"ibot: Image bert pre-training with online tokenizer","year":"2021","author":"Zhou","key":"ref21"},{"volume-title":"An image is worth 16x16 words: transformers for image recognition at scale","year":"2020","author":"Dosovitskiy","key":"ref22"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1155\/2023\/4229924"},{"key":"ref24","article-title":"Ovarian cancer & subtypes","author":"Kasture","year":"2021","journal-title":"Mendeley Data, Tech. Rep."},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2018.161"},{"volume-title":"Current pathology foundation models are unrobust to medical center differences","year":"2025","author":"De Jong","key":"ref26"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s40620-021-01221-9"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1038\/s41581-020-0321-6"},{"key":"ref29","first-page":"12 116","article-title":"Do vision transformers see like convolutional neural networks?","volume":"34","author":"Raghu","year":"2021","journal-title":"Advances in Neural Information Processing Systems"}],"event":{"name":"2025 38th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)","start":{"date-parts":[[2025,9,30]]},"location":"Salvador, Brazil","end":{"date-parts":[[2025,10,3]]}},"container-title":["2025 38th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11223285\/11223275\/11223348.pdf?arnumber=11223348","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,13]],"date-time":"2025-11-13T18:42:30Z","timestamp":1763059350000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11223348\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,30]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/sibgrapi67909.2025.11223348","relation":{},"subject":[],"published":{"date-parts":[[2025,9,30]]}}}