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Vision Transformer
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Vision Transformer

Creator
Creator
Seonglae Cho
Created
Created
2023 Apr 25 14:51
Editor
Editor
Seonglae Cho
Edited
Edited
2025 Jun 13 17:40
Refs
Refs
Sentence Transformer

ViT

Used as Visual Encoder commonly
Image processing by dividing an image into fixed-size patches, treating each patch as a token. These patches are then linearly embedded, along with 2D position embeddings, to retain spatial information
 
 
 
 
 
 

VISION TRANSFORMERS NEED REGISTERS

Register tokens enable interpretable attention maps in all vision transformers
Prompt Learning
arxiv.org
https://arxiv.org/pdf/2309.16588.pdf
The Transformer model family
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
The Transformer model family
https://huggingface.co/docs/transformers/model_summary
The Transformer model family
Paper page - ConvNets Match Vision Transformers at Scale
Join the discussion on this paper page
Paper page - ConvNets Match Vision Transformers at Scale
https://huggingface.co/papers/2310.16764
Paper page - ConvNets Match Vision Transformers at Scale
Vision LSTM
Vision-LSTM: xLSTM as Generic Vision Backbone
Transformers are widely used as generic backbones in computer vision, despite initially introduced for natural language processing. Recently, the Long Short-Term Memory (LSTM) has been extended to...
Vision-LSTM: xLSTM as Generic Vision Backbone
https://arxiv.org/abs/2406.04303
Vision-LSTM: xLSTM as Generic Vision Backbone
 
 

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Vision Transformer
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