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Data-Efficient Learning via Minimizing Hyperspherical Energy.
Cao X, Liu W, Tsang IW. Cao X, et al. IEEE Trans Pattern Anal Mach Intell. 2023 Nov;45(11):13422-13437. doi: 10.1109/TPAMI.2023.3290544. Epub 2023 Oct 3. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 37384464
Cold-Start Active Sampling Via γ-Tube.
Cao X, Tsang IW, Xu J. Cao X, et al. IEEE Trans Cybern. 2022 Jul;52(7):6034-6045. doi: 10.1109/TCYB.2021.3069956. Epub 2022 Jul 4. IEEE Trans Cybern. 2022. PMID: 33878008
Distribution Matching for Machine Teaching.
Cao X, Tsang IW. Cao X, et al. IEEE Trans Neural Netw Learn Syst. 2023 Mar 23;PP. doi: 10.1109/TNNLS.2023.3256412. Online ahead of print. IEEE Trans Neural Netw Learn Syst. 2023. PMID: 37030678
Shattering Distribution for Active Learning.
Cao X, Tsang IW. Cao X, et al. IEEE Trans Neural Netw Learn Syst. 2022 Jan;33(1):215-228. doi: 10.1109/TNNLS.2020.3027605. Epub 2022 Jan 5. IEEE Trans Neural Netw Learn Syst. 2022. PMID: 33085620
Biopolymer Materials in Triboelectric Nanogenerators: A Review.
Zhu Q, Sun E, Zhao Z, Wu T, Meng S, Ma Z, Shoaib M, Ur Rehman H, Cao X, Wang N. Zhu Q, et al. Among authors: cao x. Polymers (Basel). 2024 May 7;16(10):1304. doi: 10.3390/polym16101304. Polymers (Basel). 2024. PMID: 38794497 Review.
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