{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T15:31:30Z","timestamp":1772119890666,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":42,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,10,10]],"date-time":"2022-10-10T00:00:00Z","timestamp":1665360000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["No.61836002 No.62072397"],"award-info":[{"award-number":["No.61836002 No.62072397"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Key R&D Program of China","award":["No.2018AAA0100603"],"award-info":[{"award-number":["No.2018AAA0100603"]}]},{"name":"Zhejiang Natural Science Foundation","award":["LR19F020006"],"award-info":[{"award-number":["LR19F020006"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,10,10]]},"DOI":"10.1145\/3503161.3548069","type":"proceedings-article","created":{"date-parts":[[2022,10,10]],"date-time":"2022-10-10T15:42:46Z","timestamp":1665416566000},"page":"4939-4947","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":11,"title":["MC-SLT: Towards Low-Resource Signer-Adaptive Sign Language Translation"],"prefix":"10.1145","author":[{"given":"Tao","family":"Jin","sequence":"first","affiliation":[{"name":"Zhejiang University, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhou","family":"Zhao","sequence":"additional","affiliation":[{"name":"Zhejiang University, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Meng","family":"Zhang","sequence":"additional","affiliation":[{"name":"Huawei Noah's Ark Lab, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xingshan","family":"Zeng","sequence":"additional","affiliation":[{"name":"Huawei Noah's Ark Lab, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,10,10]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Neural machine translation by jointly learning to align and translate. arXiv preprint arXiv:1409.0473","author":"Bahdanau Dzmitry","year":"2014","unstructured":"Dzmitry Bahdanau , Kyunghyun Cho , and Yoshua Bengio . 2014. Neural machine translation by jointly learning to align and translate. arXiv preprint arXiv:1409.0473 ( 2014 ). Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2014. Neural machine translation by jointly learning to align and translate. arXiv preprint arXiv:1409.0473 (2014)."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00245"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01557"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.332"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00812"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46843-3_6"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-66823-5_18"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01004"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2018.2889563"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383346"},{"key":"e_1_3_2_1_11_1","volume-title":"International Conference on Machine Learning. PMLR, 1126--1135","author":"Finn Chelsea","year":"2017","unstructured":"Chelsea Finn , Pieter Abbeel , and Sergey Levine . 2017 . Model-agnostic meta-learning for fast adaptation of deep networks . In International Conference on Machine Learning. PMLR, 1126--1135 . Chelsea Finn, Pieter Abbeel, and Sergey Levine. 2017. Model-agnostic meta-learning for fast adaptation of deep networks. In International Conference on Machine Learning. PMLR, 1126--1135."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/89.279278"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143891"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"crossref","unstructured":"Dan Guo Shuo Wang Qi Tian and Meng Wang. 2019. Dense Temporal Convolution Network for Sign Language Translation.. In IJCAI. 744--750.  Dan Guo Shuo Wang Qi Tian and Meng Wang. 2019. Dense Temporal Convolution Network for Sign Language Translation.. In IJCAI. 744--750.","DOI":"10.24963\/ijcai.2019\/105"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.12235"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"e_1_3_2_1_17_1","volume-title":"Long short-term memory. Neural computation","author":"Hochreiter Sepp","year":"1997","unstructured":"Sepp Hochreiter and J\u00fcrgen Schmidhuber . 1997. Long short-term memory. Neural computation , Vol. 9 , 8 ( 1997 ), 1735--1780. Sepp Hochreiter and J\u00fcrgen Schmidhuber. 1997. Long short-term memory. Neural computation, Vol. 9, 8 (1997), 1735--1780."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICME.2015.7177428"},{"key":"e_1_3_2_1_19_1","volume-title":"Sbat: Video captioning with sparse boundary-aware transformer. arXiv preprint arXiv:2007.11888","author":"Jin Tao","year":"2020","unstructured":"Tao Jin , Siyu Huang , Ming Chen , Yingming Li , and Zhongfei Zhang . 2020 . Sbat: Video captioning with sparse boundary-aware transformer. arXiv preprint arXiv:2007.11888 (2020). Tao Jin, Siyu Huang, Ming Chen, Yingming Li, and Zhongfei Zhang. 2020. Sbat: Video captioning with sparse boundary-aware transformer. arXiv preprint arXiv:2007.11888 (2020)."},{"key":"e_1_3_2_1_20_1","volume-title":"Low-rank hoca: Efficient high-order cross-modal attention for video captioning. arXiv preprint arXiv:1911.00212","author":"Jin Tao","year":"2019","unstructured":"Tao Jin , Siyu Huang , Yingming Li , and Zhongfei Zhang . 2019a. Low-rank hoca: Efficient high-order cross-modal attention for video captioning. arXiv preprint arXiv:1911.00212 ( 2019 ). Tao Jin, Siyu Huang, Yingming Li, and Zhongfei Zhang. 2019a. Low-rank hoca: Efficient high-order cross-modal attention for video captioning. arXiv preprint arXiv:1911.00212 (2019)."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.08.042"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475456"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.findings-acl.297"},{"key":"e_1_3_2_1_24_1","volume-title":"Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980","author":"Kingma Diederik P","year":"2014","unstructured":"Diederik P Kingma and Jimmy Ba . 2014 . Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980 (2014). Diederik P Kingma and Jimmy Ba. 2014. Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980 (2014)."},{"key":"e_1_3_2_1_25_1","volume-title":"Joey NMT: A minimalist NMT toolkit for novices. arXiv preprint arXiv:1907.12484","author":"Kreutzer Julia","year":"2019","unstructured":"Julia Kreutzer , Jasmijn Bastings , and Stefan Riezler . 2019. Joey NMT: A minimalist NMT toolkit for novices. arXiv preprint arXiv:1907.12484 ( 2019 ). Julia Kreutzer, Jasmijn Bastings, and Stefan Riezler. 2019. Joey NMT: A minimalist NMT toolkit for novices. arXiv preprint arXiv:1907.12484 (2019)."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/89.876308"},{"key":"e_1_3_2_1_27_1","volume-title":"Maximum likelihood linear regression for speaker adaptation of continuous density hidden Markov models. Computer speech & language","author":"Leggetter Christopher J","year":"1995","unstructured":"Christopher J Leggetter and Philip C Woodland . 1995. Maximum likelihood linear regression for speaker adaptation of continuous density hidden Markov models. Computer speech & language , Vol. 9 , 2 ( 1995 ), 171--185. Christopher J Leggetter and Philip C Woodland. 1995. Maximum likelihood linear regression for speaker adaptation of continuous density hidden Markov models. Computer speech & language, Vol. 9, 2 (1995), 171--185."},{"key":"e_1_3_2_1_28_1","volume-title":"TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation. arXiv preprint arXiv:2010.05468","author":"Li Dongxu","year":"2020","unstructured":"Dongxu Li , Chenchen Xu , Xin Yu , Kaihao Zhang , Ben Swift , Hanna Suominen , and Hongdong Li. 2020b. TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation. arXiv preprint arXiv:2010.05468 ( 2020 ). Dongxu Li, Chenchen Xu, Xin Yu, Kaihao Zhang, Ben Swift, Hanna Suominen, and Hongdong Li. 2020b. TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation. arXiv preprint arXiv:2010.05468 (2020)."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i05.6339"},{"key":"e_1_3_2_1_30_1","volume-title":"Rouge: A package for automatic evaluation of summaries. In Text summarization branches out. 74--81.","author":"Lin Chin-Yew","year":"2004","unstructured":"Chin-Yew Lin . 2004 . Rouge: A package for automatic evaluation of summaries. In Text summarization branches out. 74--81. Chin-Yew Lin. 2004. Rouge: A package for automatic evaluation of summaries. In Text summarization branches out. 74--81."},{"key":"e_1_3_2_1_31_1","volume-title":"Effective approaches to attention-based neural machine translation. arXiv preprint arXiv:1508.04025","author":"Luong Minh-Thang","year":"2015","unstructured":"Minh-Thang Luong , Hieu Pham , and Christopher D Manning . 2015. Effective approaches to attention-based neural machine translation. arXiv preprint arXiv:1508.04025 ( 2015 ). Minh-Thang Luong, Hieu Pham, and Christopher D Manning. 2015. Effective approaches to attention-based neural machine translation. arXiv preprint arXiv:1508.04025 (2015)."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/AFGR.2004.1301592"},{"key":"e_1_3_2_1_33_1","volume-title":"Understanding gestures with systematic variations in movement dynamics. Pattern recognition","author":"Ong Sylvie CW","year":"2006","unstructured":"Sylvie CW Ong , Surendra Ranganath , and Yedatore Venkatakrishnaiya Venkatesh . 2006. Understanding gestures with systematic variations in movement dynamics. Pattern recognition , Vol. 39 , 9 ( 2006 ), 1633--1648. Sylvie CW Ong, Surendra Ranganath, and Yedatore Venkatakrishnaiya Venkatesh. 2006. Understanding gestures with systematic variations in movement dynamics. Pattern recognition, Vol. 39, 9 (2006), 1633--1648."},{"key":"e_1_3_2_1_34_1","volume-title":"Proceedings of the 40th annual meeting of the Association for Computational Linguistics. 311--318","author":"Papineni Kishore","year":"2002","unstructured":"Kishore Papineni , Salim Roukos , Todd Ward , and Wei-Jing Zhu . 2002 . Bleu: a method for automatic evaluation of machine translation . In Proceedings of the 40th annual meeting of the Association for Computational Linguistics. 311--318 . Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. 2002. Bleu: a method for automatic evaluation of machine translation. In Proceedings of the 40th annual meeting of the Association for Computational Linguistics. 311--318."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11767"},{"key":"e_1_3_2_1_36_1","volume-title":"Attention is all you need. arXiv preprint arXiv:1706.03762","author":"Vaswani Ashish","year":"2017","unstructured":"Ashish Vaswani , Noam Shazeer , Niki Parmar , Jakob Uszkoreit , Llion Jones , Aidan N Gomez , Lukasz Kaiser , and Illia Polosukhin . 2017. Attention is all you need. arXiv preprint arXiv:1706.03762 ( 2017 ). Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017. Attention is all you need. arXiv preprint arXiv:1706.03762 (2017)."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2008.4761363"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2006.165"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/2897735"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"crossref","unstructured":"Fang Yin Xiujuan Chai Yu Zhou and Xilin Chen. 2015. Weakly Supervised Metric Learning towards Signer Adaptation for Sign Language Recognition. In BMVC. 35--1.  Fang Yin Xiujuan Chai Yu Zhou and Xilin Chen. 2015. Weakly Supervised Metric Learning towards Signer Adaptation for Sign Language Recognition. In BMVC. 35--1.","DOI":"10.5244\/C.29.35"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i16.17683"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00137"}],"event":{"name":"MM '22: The 30th ACM International Conference on Multimedia","location":"Lisboa Portugal","acronym":"MM '22","sponsor":["SIGMM ACM Special Interest Group on Multimedia"]},"container-title":["Proceedings of the 30th ACM International Conference on Multimedia"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3503161.3548069","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3503161.3548069","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T19:02:30Z","timestamp":1750186950000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3503161.3548069"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,10]]},"references-count":42,"alternative-id":["10.1145\/3503161.3548069","10.1145\/3503161"],"URL":"https:\/\/doi.org\/10.1145\/3503161.3548069","relation":{},"subject":[],"published":{"date-parts":[[2022,10,10]]},"assertion":[{"value":"2022-10-10","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}