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  2. Beyond independent masking in tabular self-supervision

    https://www.mlmi.eng.cam.ac.uk/files/2021-2022_dissertations/beyond_independent_masking_in_tabular_self-supervision.pdf
    25 Nov 2022: Declaration. I, Stuart Andrew Burrell of Corpus Christi College, being a candidate for the MPhil inMachine Learning and Machine Intelligence, hereby declare that this report and the workdescribed in it are ... The intuition behind contrastive learning is
  3. Understanding and Fixing the Modality Gap in Vision-Language Models

    https://www.mlmi.eng.cam.ac.uk/files/2021-2022_dissertations/understanding_and_fixing_the_modality_gap_in_vision-language_models_reduced.pdf
    25 Nov 2022: This dissertation is submitted for the degree ofMaster of Philosophy in Machine Learning and Machine Intelligence. ... 92.3 Depiction of prompt learning and adapters for few-shot classification. 12.

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