Jakob Uszkoreit
2 papers · Latest:
Computer Vision
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
This paper demonstrates that a pure Transformer model applied directly to image patches can achieve state-of-the-art image classification performance without relying on convolutional networks.
2010.11929
Natural Language ProcessingAttention Is All You Need
The paper introduces the Transformer, a novel neural network architecture based solely on attention mechanisms that outperforms traditional recurrent and convolutional models in sequence transduction tasks like machine translation.
1706.03762
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