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Pre-training Workshop at ICML 2022
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Pre-training: Perspectives, Pitfalls, and Paths Forward Toggle navigation ICML Pre-training Workshop 2022 Overview Call for Papers Important Dates Schedule Invited Speakers Panelists Organizers ICML 2022 Workshop on Pre-training: Perspectives, Pitfalls, and Paths Forward Saturday, July 23, 2022 HALL F, Baltimore Convention Center, Baltimore, MD. Schedule: https://icml.cc/virtual/2022/workshop/13457 Overview The past five years have seen rapid progress in large-scale pre-trained models across a variety of domains, such as computer vision, natural language processing, robotics, bioinformatics, etc. Leveraging a huge number of parameters, large-scale pre-trained models are capable of encoding rich knowledge from labeled and/or unlabeled examples. Supervised and self-supervised pre-training have been the two most representative paradigms, through which pre-trained models have demonstrated large benefits on a wide spectrum of do...
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