CNNS News
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2024
Nov / 21- Attention Transfer: Isolating the Role of Attention Mechanisms in Vision Transformers
- Nov 21, 2024 at 06:00 pm
- Vision Transformers (ViTs) have revolutionized computer vision by offering an innovative architecture that uses self-attention mechanisms to process image data. Unlike Convolutional Neural Networks (CNNs), which rely on convolutional layers for feature extraction, ViTs divide images into smaller patches and treat them as individual tokens. This token-based approach allows for scalable and efficient processing of large datasets, making ViTs particularly effective for high-dimensional tasks such as image classification and object detection. Their ability to decouple how information flows between tokens from how features are extracted within tokens provides a flexible framework for addressing various computer vision challenges.
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2024
Jul / 01- Understanding Transformers
- Jun 28, 2024 at 02:02 am
- A straightforward breakdown of “Attention is All You Need”¹
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2024
May / 27- Men's fashion magazine GQ will release its first non-fungible token (NFT) collection that grants holders access to a magazine subscription, merchandise and live events.
- May 26, 2024 at 07:05 pm
- Titled "GQ3 Issue 001: Change Is Good," the collection is made up of 1,661 NFTs linked to one-of-a-kind art pieces created by artists Chuck Anderson
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2024
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