The 3rd Workshop on Sign Language Recognition, Translation and Production

CLIP-SLA: Parameter-Efficient CLIP Adaptation for Continuous Sign Language Recognition

Sarah Alyami,

Hamzah Luqman

[pdf]

[bibtex]

@InProceedings{Alyami_2025_CVPR, author = {Alyami, Sarah and Luqman, Hamzah}, title = {CLIP-SLA: Parameter-Efficient CLIP Adaptation for Continuous Sign Language Recognition}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {4098-4108} }

Cross-Modal Consistency Learning for Sign Language Recognition

Kepeng Wu,

Zecheng Li,

Weichao Zhao,

Hezhen Hu,

Wengang Zhou,

Houqiang Li

[pdf] [supp]

[bibtex]

@InProceedings{Wu_2025_CVPR, author = {Wu, Kepeng and Li, Zecheng and Zhao, Weichao and Hu, Hezhen and Zhou, Wengang and Li, Houqiang}, title = {Cross-Modal Consistency Learning for Sign Language Recognition}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {4078-4087} }

Diffusion-Based Continuous Sign Language Generation with Cluster-Specific Fine-Tuning and Motion-Adapted Transformer

Razieh Rastgoo,

Kourosh Kiani,

Sergio Escalera

[pdf]

[bibtex]

@InProceedings{Rastgoo_2025_CVPR, author = {Rastgoo, Razieh and Kiani, Kourosh and Escalera, Sergio}, title = {Diffusion-Based Continuous Sign Language Generation with Cluster-Specific Fine-Tuning and Motion-Adapted Transformer}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {4088-4097} }

SLRTP2025 Sign Language Production Challenge: Methodology, Results and Future Work

Harry Walsh,

Ed Fish,

Ozge Mercanoglu Sincan,

Mohamed Ilyes Lakhal,

Richard Bowden,

Neil Fox,

Bencie Woll,

Kepeng Wu,

Zecheng Li,

Weichao Zhao,

Haodong Wang,

Wengang Zhou,

Houqiang Li,

Shengeng Tang,

Jiayi He,

Xu Wang,

Ruobei Zhang,

Yaxiong Wang,

Lechao Cheng,

Meryem Tasyurek,

Tugce Kiziltepe,

Hacer Yalim Keles

[pdf]

[bibtex]

@InProceedings{Walsh_2025_CVPR, author = {Walsh, Harry and Fish, Ed and Sincan, Ozge Mercanoglu and Lakhal, Mohamed Ilyes and Bowden, Richard and Fox, Neil and Woll, Bencie and Wu, Kepeng and Li, Zecheng and Zhao, Weichao and Wang, Haodong and Zhou, Wengang and Li, Houqiang and Tang, Shengeng and He, Jiayi and Wang, Xu and Zhang, Ruobei and Wang, Yaxiong and Cheng, Lechao and Tasyurek, Meryem and Kiziltepe, Tugce and Keles, Hacer Yalim}, title = {SLRTP2025 Sign Language Production Challenge: Methodology, Results and Future Work}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {4109-4119} }