Generative AI for Sign Language

Toward Phonology-Guided Sign Language Motion Generation: A Diffusion Baseline and Conditioning Analysis

Rui Hong,

Jana Kosecka

[pdf] [arXiv]

[bibtex]

@InProceedings{Hong_2026_CVPR, author = {Hong, Rui and Kosecka, Jana}, title = {Toward Phonology-Guided Sign Language Motion Generation: A Diffusion Baseline and Conditioning Analysis}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10641-10648} }

The Impact of VAE Design on Latent Pose Representations for Diffusion-based Sign Language Production

Guilhem Fauré,

Mostafa Sadeghi,

Sam Bigeard,

Slim Ouni

[pdf] [supp]

[bibtex]

@InProceedings{Faure_2026_CVPR, author = {Faur\'e, Guilhem and Sadeghi, Mostafa and Bigeard, Sam and Ouni, Slim}, title = {The Impact of VAE Design on Latent Pose Representations for Diffusion-based Sign Language Production}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10631-10640} }