Publications

Hezhen Hu, Weichao Zhao, Wengang Zhou, Houqiang Li (2023). SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language Understanding. In IEEE TPAMI.

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Hezhen Hu, Junfu Pu, Wengang Zhou, Hang Fang, Houqiang Li (2023). Prior-aware Cross Modality Augmentation Learning for Continuous Sign Language Recognition. In IEEE TMM.

Weichao Zhao, Hezhen Hu, Wengang Zhou, Jiaxin Shi, Houqiang Li (2023). BEST: BERT Pre-Training for Sign Language Recognition with Coupling Tokenization. In AAAI.

Hezhen Hu, Junfu Pu, Wengang Zhou, Houqiang Li (2022). Collaborative Multilingual Continuous Sign Language Recognition: A Unified Framework. In IEEE TMM.

Hezhen Hu, Weilun Wang, Wengang Zhou, Houqiang Li (2022). Hand-Object Interaction Image Generation. In NeurIPS.

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Hezhen Hu, Weichao Zhao, Wengang Zhou, Yuechen Wang, Houqiang Li (2021). SignBERT: Pre-Training of Hand-Model-Aware Representation for Sign Language Recognition. In ICCV.

Hezhen Hu, Wengang Zhou, Junfu Pu, Houqiang Li (2021). Global-Local Enhancement Network for NMF-Aware Sign Language Recognition. In ACM TOMM.

Jian Zhao, Weizhen Qi, Wengang Zhou, Nan Duan, Ming Zhou, Houqiang Li (2021). Conditional Sentence Generation and Cross-Modal Reranking for Sign Language Translation. In IEEE TMM.

Hao Zhou, Wengang Zhou, Yun Zhou, Houqiang Li (2021). Spatial-Temporal Multi-Cue Network for Sign Language Recognition and Translation. In IEEE TMM.

Hezhen Hu, Weilun Wang, Wengang Zhou, Weichao Zhao, Houqiang Li (2021). Model-Aware Gesture-to-Gesture Translation. In CVPR.

Hao Zhou, Wengang Zhou, Weizhen Qi, Junfu Pu, Houqiang Li (2021). Improving sign language translation with monolingual data by sign back-translation. In CVPR.

Hezhen Hu, Wengang Zhou, Houqiang Li (2020). Hand-Model-Aware Sign Language Recognition. In AAAI.

Chengcheng Wei, Jian Zhao, Wengang Zhou, Houqiang Li (2020). Semantic Boundary Detection With Reinforcement Learning for Continuous Sign Language Recognition. In IEEE TCSVT.

Junfu Pu, Wengang Zhou, Hezhen Hu, Houqiang Li (2020). Boosting continuous sign language recognition via cross modality augmentation. In ACM MM.

Hao Zhou, Wengang Zhou, Yun Zhou, Houqiang Li (2019). Spatial-temporal multi-cue network for continuous sign language recognition. In AAAI.

Hao Zhou, Wengang Zhou, Houqiang Li (2019). Dynamic pseudo label decoding for continuous sign language recognition. In ICME.

Chengcheng Wei, Wengang Zhou, Junfu Pu, Houqiang Li (2019). Deep grammatical multi-classifier for continuous sign language recognition. In BigMM.

Zhihai Zhang, Junfu Pu, Liansheng Zhuang, Wengang Zhou, Houqiang Li (2019). Continuous sign language recognition via reinforcement learning. In ICIP.

Junfu Pu, Wengang Zhou, Houqiang Li (2019). Iterative alignment network for continuous sign language recognition. In CVPR.

Jie Huang, Wengang Zhou, Qilin Zhang, Houqiang Li, Weiping Li (2018). Video-based sign language recognition without temporal segmentation. In AAAI.

Dan Guo, Wengang Zhou, Houqiang Li, Meng Wang (2018). Hierarchical LSTM for sign language translation. In AAAI.

Shuo Wang, Wengang Zhou, Zheng-Jun Zha, Meng Wang, Dan Guo (2018). Connectionist Temporal Fusion for Sign Language Translation. In ACM MM.

Jie Huang, Wengang Zhou, Houqiang Li, Weiping Li (2018). Attention-Based 3D-CNNs for Large-Vocabulary Sign Language Recognition. In IEEE TCSVT.

Junfu Pu, Wengang Zhou, Houqiang Li (2018). Dilated convolutional network with iterative optimization for continuous sign language recognition. In IJCAI.

Junfu Pu, Wengang Zhou, Houqiang Li (2016). Sign Language Recognition with Multi-modal Features. In PCM.

Tao Liu, Wengang Zhou, Houqiang Li (2016). Sign language recognition with long short-term memory. In ICIP.

Dan Guo, Wengang Zhou, Meng Wang, Houqiang Li (2016). Sign language recognition based on adaptive HMMs with data augmentation. In ICIP.

Jihai Zhang, Wengang Zhou, Chao Xie, Junfu Pu, Houqiang Li (2016). Chinese sign language recognition with adaptive HMM. In ICME.

Junfu Pu, Wengang Zhou, Jihai Zhang, Houqiang Li (2016). Sign Language Recognition Based on Trajectory Modeling with HMMs. In MMM.

Jie Huang, Wengang Zhou, Houqiang Li, Weiping Li (2015). Sign Language Recognition using Real-Sense. In ChinaSIP.

Jihai Zhang, Wengang Zhou, Houqiang Li (2015). A new system for Chinese sign language recognition. In ChinaSIP.

Jie Huang, Wengang Zhou, Houqiang Li, Weiping Li (2015). Sign Language Recognition using 3D convolutional neural networks. In ICME.

Jihai Zhang, Wengang Zhou, Houqiang Li (2014). A Threshold-based HMM-DTW Approach for Continuous Sign Language Recognition. In ICIMCS.