SignBERT: Pre-Training of Hand-Model-Aware Representation for Sign Language Recognition

IEEE International Conference on Computer Vision (ICCV), 2021

11 October 2021

Papers citing "SignBERT: Pre-Training of Hand-Model-Aware Representation for Sign Language Recognition"

38 / 38 papers shown

Title
Sigma: Semantically Informative Pre-training for Skeleton-based Sign Language Understanding Muxin Pu Mei Kuan Lim Chun Yong Chong Chen Change Loy 96 0 0 25 Sep 2025
SegSLR: Promptable Video Segmentation for Isolated Sign Language Recognition Sven Schreiber Noha Sarhan Simone Frintrop Christian Wilms SLR VLM 200 0 0 12 Sep 2025
SL-SLR: Self-Supervised Representation Learning for Sign Language Recognition Ariel Basso Madjoukeng Jérôme Fink Pierre Poitier Edith Belise Kenmogne Benoit Frenay SSL SLR 192 0 0 05 Sep 2025
AutoSign: Direct Pose-to-Text Translation for Continuous Sign Language Recognition Samuel Ebimobowei Johnny Blessed Guda Andrew Blayama Stephen Assane Gueye SLR 115 0 0 26 Jul 2025
Dual-view Spatio-Temporal Feature Fusion with CNN-Transformer Hybrid Network for Chinese Isolated Sign Language Recognition Siyuan Jing G. Wang Haoyang Zhai Qin Tao Jun Yang Bing Wang Peng Jin SLR 153 0 0 08 Jun 2025
Geo-Sign: Hyperbolic Contrastive Regularisation for Geometrically Aware Sign Language Translation Edward Fish Richard Bowden SLR 513 4 0 30 May 2025
Logos as a Well-Tempered Pre-train for Sign Language Recognition Ilya Ovodov Petr Surovtsev Karina Kvanchiani A. Kapitanov Alexander Nagaev 408 0 0 15 May 2025
Generative Sign-description Prompts with Multi-positive Contrastive Learning for Sign Language RecognitionItalian National Conference on Sensors (INS), 2025 Siyu Liang Yunan Li Wentian Xin Huizhou Chen Xujie Liu Kang Liu Qiguang Miao 270 1 0 05 May 2025
Cross-Modal Consistency Learning for Sign Language Recognition Kepeng Wu Zecheng Li Weichao Zhao Hezhen Hu Wengang Zhou SLR 263 2 0 16 Mar 2025
SignRep: Enhancing Self-Supervised Sign Representations Ryan Wong Necati Cihan Camgöz Richard Bowden SLR 355 4 0 11 Mar 2025
MM-WLAuslan: Multi-View Multi-Modal Word-Level Australian Sign Language Recognition DatasetNeural Information Processing Systems (NeurIPS), 2024 Xin Shen Heming Du Hongwei Sheng Shuyun Wang Hui Chen ... Xiaobiao Du Shuyun Wang Ruihan Lu Qingzheng Xu Xin Yu SLR 172 11 0 25 Oct 2024
WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wildComputer Vision and Pattern Recognition (CVPR), 2024 Rolandos Alexandros Potamias Jinglei Zhang Jiankang Deng Stefanos Zafeiriou 3DH 369 39 0 18 Sep 2024
SCOPE: Sign Language Contextual Processing with Embedding from LLMsAAAI Conference on Artificial Intelligence (AAAI), 2024 Yuqi Liu Wenqian Zhang Sihan Ren Chengyu Huang Jingyi Yu Lan Xu SLR 262 4 0 02 Sep 2024
FLEURS-ASL: Including American Sign Language in Massively Multilingual Multitask EvaluationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Garrett Tanzer SLR VLM 200 7 0 24 Aug 2024
Scaling up Multimodal Pre-training for Sign Language UnderstandingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Wengang Zhou Weichao Zhao Hezhen Hu Zecheng Li Houqiang Li SLR 203 10 0 16 Aug 2024
A Methodological and Structural Review of Hand Gesture Recognition Across Diverse Data ModalitiesIEEE Access (IEEE Access), 2024 Jungpil Shin Abu Saleh Musa Miah Md. Humaun Kabir M. Rahim Abdullah Al Shiam 203 40 0 10 Aug 2024
SEDS: Semantically Enhanced Dual-Stream Encoder for Sign Language Retrieval Longtao Jiang Min Wang Zecheng Li Yao Fang Wen-gang Zhou Houqiang Li SLR 209 3 0 23 Jul 2024
EvSign: Sign Language Recognition and Translation with Streaming Events Pengyu Zhang Hao Yin Zeren Wang Wenyue Chen Shengming Li Dong Wang Huchuan Lu Xu Jia SLR 211 12 0 17 Jul 2024
Self-Supervised Representation Learning with Spatial-Temporal Consistency for Sign Language RecognitionIEEE Transactions on Image Processing (TIP), 2024 Weichao Zhao Wengang Zhou Hezhen Hu Min Wang Houqiang Li SLR 270 12 0 15 Jun 2024
MASA: Motion-aware Masked Autoencoder with Semantic Alignment for Sign Language Recognition Weichao Zhao Hezhen Hu Wen-gang Zhou Yunyao Mao Min Wang Houqiang Li SLR 166 20 0 31 May 2024
Improving Continuous Sign Language Recognition with Adapted Image Models Lianyu Hu Tongkai Shi Liqing Gao Zekang Liu Wei Feng VLM 212 9 0 12 Apr 2024
Study and Survey on Gesture Recognition SystemsInternational Conference on Computing Communication Control and automation (ICCCCA), 2023 Kshitij Deshpande Varad Mashalkar Kaustubh Mhaisekar Amaan Naikwadi Archana Ghotkar 147 4 0 01 Dec 2023
A Sign Language Recognition System with Pepper, Lightweight-Transformer, and LLM Jongyoon Lim K. Chaudhury Bhartendu Kumar Ho Seok Ahn SLR 178 9 0 28 Sep 2023
Is context all you need? Scaling Neural Sign Language Translation to Large Domains of Discourse Ozge Mercanoglu Sincan Necati Cihan Camgöz Richard Bowden SLR 143 12 0 18 Aug 2023
Learnt Contrastive Concept Embeddings for Sign Recognition Ryan Wong Necati Cihan Camgöz Richard Bowden 149 7 0 18 Aug 2023
Human Part-wise 3D Motion Context Learning for Sign Language RecognitionIEEE International Conference on Computer Vision (ICCV), 2023 T. Lee Y. Oh Kyoung Mu Lee SLR 150 10 0 18 Aug 2023
SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language UnderstandingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Hezhen Hu Weichao Zhao Wen-gang Zhou Houqiang Li ViT 234 114 0 08 May 2023
A Large-scale Study of Spatiotemporal Representation Learning with a New Benchmark on Action RecognitionIEEE International Conference on Computer Vision (ICCV), 2023 Andong Deng Taojiannan Yang Chong Chen AI4TS 188 17 0 23 Mar 2023
Natural Language-Assisted Sign Language RecognitionComputer Vision and Pattern Recognition (CVPR), 2023 Ronglai Zuo Fangyun Wei Brian Mak SLR 200 77 0 21 Mar 2023
Continuous Sign Language Recognition with Correlation NetworkComputer Vision and Pattern Recognition (CVPR), 2023 Lianyu Hu Liqing Gao Zekang Liu Wei Feng SLR 331 109 0 06 Mar 2023
BEST: BERT Pre-Training for Sign Language Recognition with Coupling TokenizationAAAI Conference on Artificial Intelligence (AAAI), 2023 Weichao Zhao Hezhen Hu Wen-gang Zhou Jiaxin Shi Houqiang Li SLR 225 59 0 10 Feb 2023
StepNet: Spatial-temporal Part-aware Network for Isolated Sign Language Recognition Xi Shen Zhedong Zheng Yi Yang SLR 295 24 0 25 Dec 2022
Self-Emphasizing Network for Continuous Sign Language RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2022 Lianyu Hu Liqing Gao Zekang Liu Wei Feng SLR 172 79 0 30 Nov 2022
G2P-DDM: Generating Sign Pose Sequence from Gloss Sequence with Discrete Diffusion ModelAAAI Conference on Artificial Intelligence (AAAI), 2022 Pan Xie Qipeng Zhang Zexian Li Hao Tang Yao Du Xiaohui Hu DiffM 305 31 0 19 Aug 2022
Automatic dense annotation of large-vocabulary sign language videosEuropean Conference on Computer Vision (ECCV), 2022 Liliane Momeni Hannah Bull Prajwal K R Samuel Albanie Gül Varol Andrew Zisserman SLR 141 25 0 04 Aug 2022
Jointly Harnessing Prior Structures and Temporal Consistency for Sign Language Video Generation Yuchen Suo Zhedong Zheng Xiaohan Wang Bang Zhang Yi Yang SLR 221 26 0 08 Jul 2022
P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose EstimationEuropean Conference on Computer Vision (ECCV), 2022 Wenkang Shan Zhenhua Liu Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao 3DH 257 166 0 15 Mar 2022
DeepCap: Monocular Human Performance Capture Using Weak SupervisionComputer Vision and Pattern Recognition (CVPR), 2020 Marc Habermann Weipeng Xu Michael Zollhoefer Gerard Pons-Moll Christian Theobalt 3DH 304 244 0 18 Mar 2020