CVPR 2026 Open Access Repository

Second Workshop on Foundation and Generative Models in Biometrics

FPBench: A Comprehensive Benchmark of Multimodal Large Language Models for Fingerprint Analysis: Ekta Gavas,

Sudipta Banerjee,

Chinmay Hegde,

Nasir Memon; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Gavas_2026_CVPR, author = {Gavas, Ekta and Banerjee, Sudipta and Hegde, Chinmay and Memon, Nasir}, title = {FPBench: A Comprehensive Benchmark of Multimodal Large Language Models for Fingerprint Analysis}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {1163-1173} }
PaCo-FR: Patch-Pixel Aligned End-to-End Codebook Learning for Facial Representation Pre-training: Yin Xie,

Zhichao Chen,

Zeyu Xiao,

Yongle Zhao,

Xiang An,

Kaicheng Yang,

Zimin Ran,

Jia Guo,

Ziyong Feng,

Jiankang Deng; [pdf] [arXiv]
[bibtex]
@InProceedings{Xie_2026_CVPR, author = {Xie, Yin and Chen, Zhichao and Xiao, Zeyu and Zhao, Yongle and An, Xiang and Yang, Kaicheng and Ran, Zimin and Guo, Jia and Feng, Ziyong and Deng, Jiankang}, title = {PaCo-FR: Patch-Pixel Aligned End-to-End Codebook Learning for Facial Representation Pre-training}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {1214-1224} }
NPTFace: Native Pose-aligned Transformer for Face Recognition: Zimin Ran,

Xuhan Zhu,

Xiang An,

Xingyu Ren,

Kaicheng Yang,

Feilong Tang,

Zhichao Chen,

Yumeng Wang,

Ziyong Feng,

Xianzhi Wang,

Yin Xie,

Linchao Zhu,

Jiankang Deng; [pdf]
[bibtex]
@InProceedings{Ran_2026_CVPR, author = {Ran, Zimin and Zhu, Xuhan and An, Xiang and Ren, Xingyu and Yang, Kaicheng and Tang, Feilong and Chen, Zhichao and Wang, Yumeng and Feng, Ziyong and Wang, Xianzhi and Xie, Yin and Zhu, Linchao and Deng, Jiankang}, title = {NPTFace: Native Pose-aligned Transformer for Face Recognition}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {1204-1213} }
Frontal Face Synthesis by Using Vision Transformers: Hakan Cevikalp,

Hasan Saribas,

Kaya Turgut; [pdf] [supp]
[bibtex]
@InProceedings{Cevikalp_2026_CVPR, author = {Cevikalp, Hakan and Saribas, Hasan and Turgut, Kaya}, title = {Frontal Face Synthesis by Using Vision Transformers}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {1144-1153} }
SKULPT Yourself: A Data-Driven Facial Reconstruction Pipeline and Expert-Guided Evaluation Study: Maida Aizaz,

Khadija Rajabova,

Seon Gyeom Kim,

Won Joon Lee,

Joon Yeol Ryu,

Hyobong Jang,

Soojung Park,

Kiwan Jeon,

Hyoung Suk Park,

Sung Ho Kang,

Tak Yeon Lee; [pdf]
[bibtex]
@InProceedings{Aizaz_2026_CVPR, author = {Aizaz, Maida and Rajabova, Khadija and Kim, Seon Gyeom and Lee, Won Joon and Ryu, Joon Yeol and Jang, Hyobong and Park, Soojung and Jeon, Kiwan and Park, Hyoung Suk and Kang, Sung Ho and Lee, Tak Yeon}, title = {SKULPT Yourself: A Data-Driven Facial Reconstruction Pipeline and Expert-Guided Evaluation Study}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {1134-1143} }
Demographic Fairness in Multimodal LLMs: A Benchmark of Gender and Ethnicity Bias in Face Verification: Unsal Ozturk,

Hatef Otroshi Shahreza,

Sébastien Marcel; [pdf] [arXiv]
[bibtex]
@InProceedings{Ozturk_2026_CVPR, author = {Ozturk, Unsal and Shahreza, Hatef Otroshi and Marcel, S\'ebastien}, title = {Demographic Fairness in Multimodal LLMs: A Benchmark of Gender and Ethnicity Bias in Face Verification}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {1184-1193} }
Intra-finger Variability of Diffusion-based Latent Fingerprint Generation: Noor Hussein,

Anil K Jain,

Karthik Nandakumar; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Hussein_2026_CVPR, author = {Hussein, Noor and Jain, Anil K and Nandakumar, Karthik}, title = {Intra-finger Variability of Diffusion-based Latent Fingerprint Generation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {1174-1183} }
AgeMoVLE: Age Estimation with Mixture of VL Experts: Yu-Hsuan Chiu,

Aldo Acevedo Onieva,

Gee-Sern Jison Hsu; [pdf] [supp]
[bibtex]
@InProceedings{Chiu_2026_CVPR, author = {Chiu, Yu-Hsuan and Onieva, Aldo Acevedo and Hsu, Gee-Sern Jison}, title = {AgeMoVLE: Age Estimation with Mixture of VL Experts}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {1154-1162} }
From Detector Evidence to Language: Explainable Deepfake Video Detection: Amirhossein Panahi,

Virginia R. de Sa; [pdf] [supp]
[bibtex]
@InProceedings{Panahi_2026_CVPR, author = {Panahi, Amirhossein and de Sa, Virginia R.}, title = {From Detector Evidence to Language: Explainable Deepfake Video Detection}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {1194-1203} }