Self-supervised learning for time series analysis: Taxonomy, progress, and prospects. Zhang, K., Wen, Q., Zhang, C., Cai, R., Jin, M., Liu, Y., Zhang, J., Liang, Y., Pang, G., Song, D., & others IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024. bibtex @article{zhang_self-supervised_2024,
title = {Self-supervised learning for time series analysis: {Taxonomy}, progress, and prospects},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
author = {Zhang, Kexin and Wen, Qingsong and Zhang, Chaoli and Cai, Rongyao and Jin, Ming and Liu, Yong and Zhang, James and Liang, Yuxuan and Pang, Guansong and Song, Dongjin and {others}},
year = {2024},
}
Downloads: 0
{"_id":"Fpr49QZPRhx7NtqbM","bibbaseid":"zhang-wen-zhang-cai-jin-liu-zhang-liang-etal-selfsupervisedlearningfortimeseriesanalysistaxonomyprogressandprospects-2024","author_short":["Zhang, K.","Wen, Q.","Zhang, C.","Cai, R.","Jin, M.","Liu, Y.","Zhang, J.","Liang, Y.","Pang, G.","Song, D.","others"],"bibdata":{"bibtype":"article","type":"article","title":"Self-supervised learning for time series analysis: Taxonomy, progress, and prospects","journal":"IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)","author":[{"propositions":[],"lastnames":["Zhang"],"firstnames":["Kexin"],"suffixes":[]},{"propositions":[],"lastnames":["Wen"],"firstnames":["Qingsong"],"suffixes":[]},{"propositions":[],"lastnames":["Zhang"],"firstnames":["Chaoli"],"suffixes":[]},{"propositions":[],"lastnames":["Cai"],"firstnames":["Rongyao"],"suffixes":[]},{"propositions":[],"lastnames":["Jin"],"firstnames":["Ming"],"suffixes":[]},{"propositions":[],"lastnames":["Liu"],"firstnames":["Yong"],"suffixes":[]},{"propositions":[],"lastnames":["Zhang"],"firstnames":["James"],"suffixes":[]},{"propositions":[],"lastnames":["Liang"],"firstnames":["Yuxuan"],"suffixes":[]},{"propositions":[],"lastnames":["Pang"],"firstnames":["Guansong"],"suffixes":[]},{"propositions":[],"lastnames":["Song"],"firstnames":["Dongjin"],"suffixes":[]},{"firstnames":[],"propositions":[],"lastnames":["others"],"suffixes":[]}],"year":"2024","bibtex":"@article{zhang_self-supervised_2024,\n\ttitle = {Self-supervised learning for time series analysis: {Taxonomy}, progress, and prospects},\n\tjournal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},\n\tauthor = {Zhang, Kexin and Wen, Qingsong and Zhang, Chaoli and Cai, Rongyao and Jin, Ming and Liu, Yong and Zhang, James and Liang, Yuxuan and Pang, Guansong and Song, Dongjin and {others}},\n\tyear = {2024},\n}\n\n","author_short":["Zhang, K.","Wen, Q.","Zhang, C.","Cai, R.","Jin, M.","Liu, Y.","Zhang, J.","Liang, Y.","Pang, G.","Song, D.","others"],"key":"zhang_self-supervised_2024","id":"zhang_self-supervised_2024","bibbaseid":"zhang-wen-zhang-cai-jin-liu-zhang-liang-etal-selfsupervisedlearningfortimeseriesanalysistaxonomyprogressandprospects-2024","role":"author","urls":{},"metadata":{"authorlinks":{}}},"bibtype":"article","biburl":"https://raw.githubusercontent.com/trust-agi/trust-agi.github.io/main/content/publication/citations-shirui-website.bib","dataSources":["gmNB3pprCEczjrwyo","SRK2HijFQemp6YcG3","dJWKgXqQFEYPXFiST","HPBzCWvwA7wkE6Dnk","uEtXodz95HRDCHN22","vpu5W6z2tNtLkKjsj","F7mALJNDmf6TMXCnA","fcdT59YHNhp9Euu5k","B2vjnDyrRxH3bGXyk","HmWAviNezgcH2jK9X","ukuCjJZTpTcMx84Tz","m7B7iLMuqoXuENyof","AcaDrFjGvc6GmT8Yb","AoeZNpAr9D2ciGMwa","mKA5vx6kcS6ikoYhW"],"keywords":[],"search_terms":["self","supervised","learning","time","series","analysis","taxonomy","progress","prospects","zhang","wen","zhang","cai","jin","liu","zhang","liang","pang","song","others"],"title":"Self-supervised learning for time series analysis: Taxonomy, progress, and prospects","year":2024}