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Certainly still worth learning CNNs. Still unclear if ViT is better. And there's certainly enough for a full course on CNNs and a separate course on vision transformers.


Agreed. ViTs are better if you're looking to go multimodal or use attention-specific mechanisms such as cross-attention. If not, there's evidence out there that ViTs are not better than convnets for small networks and at scale (https://frankzliu.com/blog/vision-transformers-are-overrated).


ViTs also have proven to be more effective for zero-shot generalization tasks due to their ability to capture global context and relationships in the input data, which CNNs struggle with.

https://arxiv.org/abs/2304.02643




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