- [NeurIPS 2025] Advanced Sign Language Video Generation with Compressed and Quantized Multi-Condition Tokenization. [paper]
Cong Wang, Zexuan Deng, Zhiwei Jiang, Yafeng Yin, Fei Shen, Zifeng Cheng, Shiping Ge, Shiwei Gan, Qing Gu - [ICCV 2025] GReg: Geometry-Aware Region Refinement for Sign Language Video Generation. [paper]
Tongkai Shi, Lianyu Hu, Fanhua Shang, Liqing Gao, Wei Feng - [ICCV 2025] Signs as Tokens: A Retrieval-Enhanced Multilingual Sign Language Generator. [paper]
Ronglai Zuo, Rolandos Alexandros Potamias, Evangelos Ververas, Jiankang Deng, Stefanos Zafeiriou - [CVPR 2025] Discrete to Continuous: Generating Smooth Transition Poses from Sign Language Observations. [paper]
Shengeng Tang, Jiayi He, Lechao Cheng, Jingjing Wu, Dan Guo, Richang Hong - [EMNLP Findings 2024] Word-Conditioned 3D American Sign Language Motion Generation. [paper]
Lu Dong, Xiao Wang, Ifeoma Nwogu - [ECCV 2024] A Simple Baseline for Spoken Language to Sign Language Translation with 3D Avatars. [paper]
Ronglai Zuo, Fangyun Wei, Zenggui Chen, Brian Mak, Jiaolong Yang, Xin Tong - [ECCV 2024] Pose Guided Fine-Grained Sign Language Video Generation. [paper]
Tongkai Shi, Lianyu Hu, Fanhua Shang, Jichao Feng, liu peidong, Wei Feng - [ECCV 2024] SignGen: End-to-End Sign Language Video Generation with Latent Diffusion. [paper]
Fan Qi, Yu Duan, Changsheng Xu, Huaiwen Zhang - [ACL 2024] T2S-GPT: Dynamic Vector Quantization for Autoregressive Sign Language Production from Text. [paper]
Aoxiong Yin, Haoyuan Li, Kai Shen, Siliang Tang, Yueting Zhuang - [ACL Findings 2024] MS2SL: Multimodal Spoken Data-Driven Continuous Sign Language Production. [paper]
Jian Ma, Wenguan Wang, Yi Yang, Feng Zheng - [CVPR 2024] Neural Sign Actors: A diffusion model for 3D sign language production from text. [paper]
Vasileios Baltatzis, Rolandos Alexandros Potamias, Evangelos Ververas, Guanxiong Sun, Jiankang Deng, Stefanos Zafeiriou - [WACV 2024] Sign Language Production With Latent Motion Transformer. [paper]
Pan Xie, Taiying Peng, Yao Du, Qipeng Zhang - [CVPR 2022] Signing at Scale: Learning to Co-Articulate Signs for Large-Scale Photo-Realistic Sign Language Production.[paper]
Ben Saunders, Necati Cihan Camgoz, Richard Bowden - [ICCV 2021] Mixed SIGNals: Sign Language Production via a Mixture of Motion Primitives.[paper]
Ben Saunders; Necati Cihan Camgoz; Richard Bowden - [ACM MM 2021] Towards Fast and High-Quality Sign Language Production.[paper]
Wencan Huang, Wenwen Pan, Zhou Zhao, Qi Tian - [CVPR 2021] Model-Aware Gesture-to-Gesture Translation.[paper]
Hezhen Hu, Weilun Wang, Wengang Zhou, Weichao Zhao, Houqiang Li - [ECCV 2020] Progressive Transformers for End-to-End Sign Language Production.[paper]
Ben Saunders, Necati Cihan Camgoz, and Richard Bowden - [WACV 2020] Neural Sign Language Synthesis: Words Are Our Glosses. [paper]
Jan Zelinka, Jakub Kanis - [BMVC 2018] Sign Language Production using Neural Machine Translation and Generative Adversarial Networks. [paper]
Stephanie M Stoll, Necati Cihan Camgoz, Simon Hadfield, Richard Bowden