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Unraveling Projection Heads in Contrastive Learning: Insights from Expansion and Shrinkage.

, , and . CoRR, (2023)

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A Method for Woodcut Rendering from Images., , , and . FSDM, volume 293 of Frontiers in Artificial Intelligence and Applications, page 555-561. IOS Press, (2016)A Selective Overview of Deep Learning, , and . (2019)cite arxiv:1904.05526.Detecting Transcriptomic Structural Variants in Heterogeneous Contexts via the Multiple Compatible Arrangements Problem., , , and . WABI, volume 143 of LIPIcs, page 18:1-18:19. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2019)Multi-wavelength properties of radio and machine-learning identified counterparts to submillimeter sources in S2COSMOS, , , , , , , , , and 29 other author(s). (2019)cite arxiv:1910.03596Comment: 24 pages, 14 figures, 3 tables, resubmitted to ApJ.Learning Mixtures of Low-Rank Models., , , and . CoRR, (2020)Exact transcript quantification over splice graphs., , and . Algorithms Mol. Biol., 16 (1): 5 (2021)Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements., , , , and . J. Mach. Learn. Res., (2022)Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution., , , and . Found. Comput. Math., 20 (3): 451-632 (2020)Control Design and Realization of a Fast Transient Response, High-Reliability DC-DC Converter With a Secondary- Side Control Circuit., , and . IEEE Access, (2021)Spectral Method and Regularized MLE Are Both Optimal for Top-$K$ Ranking., , , and . CoRR, (2017)