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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.pdf25 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 -
Distilling and Forgetting in Large Pre-Trained Models
https://www.mlmi.eng.cam.ac.uk/files/2022_-_2023_dissertations/distilling_and_forgetting_in_pre-trained_models_public.pdf17 Nov 2023: Dr. Mengjie Qian. Adian Liusie. Department of EngineeringUniversity of Cambridge. This dissertation is submitted for the degree ofMaster of Philosophy in Machine Learning and Machine Intelligence. ... Chapter 4introduces the concept of continual learning -
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.pdf25 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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