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SeGMA: Semi-Supervised Gaussian Mixture Autoencoder.
Smieja M, Wolczyk M, Tabor J, Geiger BC. Smieja M, et al. Among authors: wolczyk m. IEEE Trans Neural Netw Learn Syst. 2021 Sep;32(9):3930-3941. doi: 10.1109/TNNLS.2020.3016221. Epub 2021 Aug 31. IEEE Trans Neural Netw Learn Syst. 2021. PMID: 32845846
Zero time waste in pre-trained early exit neural networks.
Wójcik B, Przewiȩźlikowski M, Szatkowski F, Wołczyk M, Bałazy K, Krzepkowski B, Podolak I, Tabor J, Śmieja M, Trzciński T. Wójcik B, et al. Among authors: wolczyk m. Neural Netw. 2023 Nov;168:580-601. doi: 10.1016/j.neunet.2023.10.003. Epub 2023 Oct 9. Neural Netw. 2023. PMID: 37837747 Free article.
Multi-Label Conditional Generation From Pre-Trained Models.
Proszewska M, Wolczyk M, Zieba M, Wielopolski P, Maziarka L, Smieja M. Proszewska M, et al. Among authors: wolczyk m. IEEE Trans Pattern Anal Mach Intell. 2024 Mar 26;PP. doi: 10.1109/TPAMI.2024.3382008. Online ahead of print. IEEE Trans Pattern Anal Mach Intell. 2024. PMID: 38530738
Targeting integrated stress response with ISRIB combined with imatinib treatment attenuates RAS/RAF/MAPK and STAT5 signaling and eradicates chronic myeloid leukemia cells.
Dudka W, Hoser G, Mondal SS, Turos-Korgul L, Swatler J, Kusio-Kobialka M, Wołczyk M, Klejman A, Brewinska-Olchowik M, Kominek A, Wiech M, Machnicki MM, Seferynska I, Stoklosa T, Piwocka K. Dudka W, et al. Among authors: wolczyk m. BMC Cancer. 2022 Dec 2;22(1):1254. doi: 10.1186/s12885-022-10289-w. BMC Cancer. 2022. PMID: 36460969 Free PMC article.