We will start with the development of neural networks and introduce their theoretical foundations through CNNs to visual transformers. This tutorial will introduce the structural design, training methods, and applications of vision transformers. This is because more is truly different when it comes to Transformers. Transformers have proven their prowess at extracting and harnessing dark knowledge from data. How can we effectively distill the dark knowledge from ultra-large-scale data? One possible answer is: 'through Transformers'. The community has realized that effectively exploring and using such knowledge is essential to achieving superior intelligence. More information here Title Vision Transformer: More is differentīig data contains a tremendous amount of dark knowledge.

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