Daudt, Rodrigo Caye; Le Saux, Bertrand; Boulch, Alexandre; Gousseau, Yann Weakly supervised change detection using guided anisotropic diffusion. (English) Zbl 07712828 Mach. Learn. 112, No. 6, 2211-2237 (2023). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Li, Xuhong; Xiong, Haoyi; Liu, Yi; Zhou, Dingfu; Chen, Zeyu; Wang, Yaqing; Dou, Dejing Distilling ensemble of explanations for weakly-supervised pre-training of image segmentation models. (English) Zbl 07712827 Mach. Learn. 112, No. 6, 2193-2209 (2023). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ferry, Julien; Aïvodji, Ulrich; Gambs, Sébastien; Huguet, Marie-José; Siala, Mohamed Improving fairness generalization through a sample-robust optimization method. (English) Zbl 07712826 Mach. Learn. 112, No. 6, 2131-2192 (2023). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Li, Zhuorong; Yu, Daiwei; Wu, Minghui; Jin, Canghong; Yu, Hongchuan Adversarial supervised contrastive learning. (English) Zbl 07712825 Mach. Learn. 112, No. 6, 2105-2130 (2023). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Cerqueira, Vitor; Torgo, Luis; Branco, Paula; Bellinger, Colin Automated imbalanced classification via layered learning. (English) Zbl 07712824 Mach. Learn. 112, No. 6, 2083-2104 (2023). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Jaimovitch-López, Gonzalo; Ferri, Cèsar; Hernández-Orallo, José; Martínez-Plumed, Fernando; Ramírez-Quintana, María José Can language models automate data wrangling? (English) Zbl 07712823 Mach. Learn. 112, No. 6, 2053-2082 (2023). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI OA License
Haghir Chehreghani, Morteza Shift of pairwise similarities for data clustering. (English) Zbl 07712822 Mach. Learn. 112, No. 6, 2025-2051 (2023). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Cazau, D.; Nguyen Hong Duc, P.; Druon, J.-N.; Matwins, S.; Fablet, R. Multimodal deep learning for cetacean distribution modeling of fin whales (Balaenoptera physalus) in the western Mediterranean sea. (English) Zbl 07712821 Mach. Learn. 112, No. 6, 2003-2024 (2023). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Gloaguen, Pierre; Chapel, Laetitia; Friguet, Chloé; Tavenard, Romain Scalable clustering of segmented trajectories within a continuous time framework: application to maritime traffic data. (English) Zbl 07712820 Mach. Learn. 112, No. 6, 1975-2001 (2023). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Lucas, Benjamin; Pelletier, Charlotte; Schmidt, Daniel; Webb, Geoffrey I.; Petitjean, François A Bayesian-inspired, deep learning-based, semi-supervised domain adaptation technique for land cover mapping. (English) Zbl 07712819 Mach. Learn. 112, No. 6, 1941-1973 (2023). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Xiang, Suncheng; Fu, Yuzhuo; Guan, Mengyuan; Liu, Ting Learning from self-discrepancy via multiple co-teaching for cross-domain person re-identification. (English) Zbl 07712818 Mach. Learn. 112, No. 6, 1923-1940 (2023). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Celik, Bilge; Singh, Prabhant; Vanschoren, Joaquin Online AutoML: an adaptive AutoML framework for online learning. (English) Zbl 07712817 Mach. Learn. 112, No. 6, 1897-1921 (2023). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Gu, Keren; Masotto, Xander; Bachani, Vandana; Lakshminarayanan, Balaji; Nikodem, Jack; Yin, Dong An instance-dependent simulation framework for learning with label noise. (English) Zbl 07712816 Mach. Learn. 112, No. 6, 1871-1896 (2023). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chang, Hao; Xie, Guochen; Yu, Jun; Ling, Qiang; Gao, Fang; Yu, Ye A viable framework for semi-supervised learning on realistic dataset. (English) Zbl 07712815 Mach. Learn. 112, No. 6, 1847-1869 (2023). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Shi, Ye; Li, Shao-Yuan; Huang, Sheng-Jun Learning from crowds with sparse and imbalanced annotations. (English) Zbl 07712814 Mach. Learn. 112, No. 6, 1823-1845 (2023). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv