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Table representation of search results timeline featuring number of search results per year.

Year Number of Results
2002 1
2004 1
2006 1
2008 2
2009 6
2010 6
2011 6
2012 5
2013 9
2014 7
2015 5
2016 5
2017 2
2018 6
2019 1
2020 4
2021 5
2022 8
2023 4
2024 2

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73 results

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Page 1
On the Effectiveness of Adversarial Training Against Backdoor Attacks.
Gao Y, Wu D, Zhang J, Gan G, Xia ST, Niu G, Sugiyama M. Gao Y, et al. Among authors: sugiyama m. IEEE Trans Neural Netw Learn Syst. 2023 Jun 14;PP. doi: 10.1109/TNNLS.2023.3281872. Online ahead of print. IEEE Trans Neural Netw Learn Syst. 2023. PMID: 37314915
On the Robustness of Average Losses for Partial-Label Learning.
Lv J, Liu B, Feng L, Xu N, Xu M, An B, Niu G, Geng X, Sugiyama M. Lv J, et al. Among authors: sugiyama m. IEEE Trans Pattern Anal Mach Intell. 2024 May;46(5):2569-2583. doi: 10.1109/TPAMI.2023.3275249. Epub 2024 Apr 3. IEEE Trans Pattern Anal Mach Intell. 2024. PMID: 37167048
Learning With Proper Partial Labels.
Wu Z, Lv J, Sugiyama M. Wu Z, et al. Among authors: sugiyama m. Neural Comput. 2022 Dec 14;35(1):58-81. doi: 10.1162/neco_a_01554. Neural Comput. 2022. PMID: 36417586
Class-Wise Denoising for Robust Learning Under Label Noise.
Gong C, Ding Y, Han B, Niu G, Yang J, You J, Tao D, Sugiyama M. Gong C, et al. Among authors: sugiyama m. IEEE Trans Pattern Anal Mach Intell. 2023 Mar;45(3):2835-2848. doi: 10.1109/TPAMI.2022.3178690. Epub 2023 Feb 3. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 35635808
Deep learning, reinforcement learning, and world models.
Matsuo Y, LeCun Y, Sahani M, Precup D, Silver D, Sugiyama M, Uchibe E, Morimoto J. Matsuo Y, et al. Among authors: sugiyama m. Neural Netw. 2022 Aug;152:267-275. doi: 10.1016/j.neunet.2022.03.037. Epub 2022 Apr 19. Neural Netw. 2022. PMID: 35569196 Free article. Review.
73 results