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LocalDrop: A Hybrid Regularization for Deep Neural Networks.
Lu Z, Xu C, Du B, Ishida T, Zhang L, Sugiyama M. Lu Z, et al. Among authors: xu c. IEEE Trans Pattern Anal Mach Intell. 2022 Jul;44(7):3590-3601. doi: 10.1109/TPAMI.2021.3061463. Epub 2022 Jun 3. IEEE Trans Pattern Anal Mach Intell. 2022. PMID: 33621170
Multi-Task Learning for Blind Source Separation.
Du B, Wang S, Xu C, Wang N, Zhang L, Tao D. Du B, et al. Among authors: xu c. IEEE Trans Image Process. 2018 Sep;27(9):4219-4231. doi: 10.1109/TIP.2018.2836324. IEEE Trans Image Process. 2018. PMID: 29870343
Iterative Privileged Learning.
Li X, Du B, Zhang Y, Xu C, Tao D. Li X, et al. Among authors: xu c. IEEE Trans Neural Netw Learn Syst. 2020 Aug;31(8):2805-2817. doi: 10.1109/TNNLS.2018.2889906. Epub 2019 Mar 6. IEEE Trans Neural Netw Learn Syst. 2020. PMID: 30843851
Packing Convolutional Neural Networks in the Frequency Domain.
Wang Y, Xu C, Xu C, Tao D. Wang Y, et al. Among authors: xu c. IEEE Trans Pattern Anal Mach Intell. 2019 Oct;41(10):2495-2510. doi: 10.1109/TPAMI.2018.2857824. Epub 2018 Jul 19. IEEE Trans Pattern Anal Mach Intell. 2019. PMID: 30028693
Neural Architecture Search via Proxy Validation.
Li Y, Dong M, Wang Y, Xu C. Li Y, et al. Among authors: xu c. IEEE Trans Pattern Anal Mach Intell. 2023 Jun;45(6):7595-7610. doi: 10.1109/TPAMI.2022.3217648. Epub 2023 May 5. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 36301784
Large-Margin Multi-View Information Bottleneck.
Xu C, Tao D, Xu C. Xu C, et al. IEEE Trans Pattern Anal Mach Intell. 2014 Aug;36(8):1559-72. doi: 10.1109/TPAMI.2013.2296528. IEEE Trans Pattern Anal Mach Intell. 2014. PMID: 26353338
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