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Surrogate- and invariance-boosted contrastive learning for data-scarce applications in science., , , , and . CoRR, (2021)Deep Learning for Bayesian Optimization of Scientific Problems with High-Dimensional Structure., , , , , and . Trans. Mach. Learn. Res., (2022)Constructive Assimilation: Boosting Contrastive Learning Performance through View Generation Strategies., , , , , , , , , and 1 other author(s). CoRR, (2023)Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing Symmetries., , , , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 22614-22630. PMLR, (2023)Equivariant Contrastive Learning., , , , , , , and . CoRR, (2021)Multimodal Learning for Crystalline Materials., , , , , , , , and . CoRR, (2023)Scalable and Flexible Deep Bayesian Optimization with Auxiliary Information for Scientific Problems., , , , , and . CoRR, (2021)Automated lymph node detection and classification on breast and prostate cancer SPECT-CT images., , , , , , and . EMBC, page 3431-3434. IEEE, (2011)On the Importance of Calibration in Semi-supervised Learning., , , , , , , and . CoRR, (2022)Equivariant Self-Supervised Learning: Encouraging Equivariance in Representations., , , , , , , and . ICLR, OpenReview.net, (2022)