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Linear Complexity Self-Attention With 3rd Order Polynomials.
Babiloni F, Marras I, Deng J, Kokkinos F, Maggioni M, Chrysos G, Torr P, Zafeiriou S. Babiloni F, et al. Among authors: deng j. IEEE Trans Pattern Anal Mach Intell. 2023 Nov;45(11):12726-12737. doi: 10.1109/TPAMI.2022.3231971. Epub 2023 Oct 3. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 37030770
Joint Multi-view Face Alignment in the Wild.
Deng J, Trigeorgis G, Zhou Y, Zafeiriou S. Deng J, et al. IEEE Trans Image Process. 2019 Feb 13. doi: 10.1109/TIP.2019.2899267. Online ahead of print. IEEE Trans Image Process. 2019. PMID: 30762549
Side Information for Face Completion: A Robust PCA Approach.
Xue N, Deng J, Cheng S, Panagakis Y, Zafeiriou S. Xue N, et al. Among authors: deng j. IEEE Trans Pattern Anal Mach Intell. 2019 Oct;41(10):2349-2364. doi: 10.1109/TPAMI.2019.2902556. Epub 2019 Mar 4. IEEE Trans Pattern Anal Mach Intell. 2019. PMID: 30843800 Free article.
Deep Polynomial Neural Networks.
Chrysos GG, Moschoglou S, Bouritsas G, Deng J, Panagakis Y, Zafeiriou S. Chrysos GG, et al. Among authors: deng j. IEEE Trans Pattern Anal Mach Intell. 2022 Aug;44(8):4021-4034. doi: 10.1109/TPAMI.2021.3058891. Epub 2022 Jul 1. IEEE Trans Pattern Anal Mach Intell. 2022. PMID: 33571091
ArcFace: Additive Angular Margin Loss for Deep Face Recognition.
Deng J, Guo J, Yang J, Xue N, Kotsia I, Zafeiriou S. Deng J, et al. IEEE Trans Pattern Anal Mach Intell. 2022 Oct;44(10):5962-5979. doi: 10.1109/TPAMI.2021.3087709. Epub 2022 Sep 14. IEEE Trans Pattern Anal Mach Intell. 2022. PMID: 34106845
Redesigning Multi-Scale Neural Network for Crowd Counting.
Du Z, Shi M, Deng J, Zafeiriou S. Du Z, et al. Among authors: deng j. IEEE Trans Image Process. 2023;32:3664-3678. doi: 10.1109/TIP.2023.3289290. Epub 2023 Jul 4. IEEE Trans Image Process. 2023. PMID: 37384475
Inverse Image Frequency for Long-Tailed Image Recognition.
Alexandridis KP, Luo S, Nguyen A, Deng J, Zafeiriou S. Alexandridis KP, et al. Among authors: deng j. IEEE Trans Image Process. 2023;32:5721-5736. doi: 10.1109/TIP.2023.3321461. Epub 2023 Oct 24. IEEE Trans Image Process. 2023. PMID: 37824316
Extended T: Learning With Mixed Closed-Set and Open-Set Noisy Labels.
Xia X, Han B, Wang N, Deng J, Li J, Mao Y, Liu T. Xia X, et al. Among authors: deng j. IEEE Trans Pattern Anal Mach Intell. 2023 Mar;45(3):3047-3058. doi: 10.1109/TPAMI.2022.3180545. Epub 2023 Feb 3. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 35675234
WebFace260M: A Benchmark for Million-Scale Deep Face Recognition.
Zhu Z, Huang G, Deng J, Ye Y, Huang J, Chen X, Zhu J, Yang T, Du D, Lu J, Zhou J. Zhu Z, et al. Among authors: deng j. IEEE Trans Pattern Anal Mach Intell. 2023 Feb;45(2):2627-2644. doi: 10.1109/TPAMI.2022.3169734. Epub 2023 Jan 6. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 35471873
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