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1. Neighborhood-Attention-Transformer Neighborhood-Attention-Transformer Public

   Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022

   Python 1.2k 91

2. NATTEN NATTEN Public

   Fast Multi-dimensional Sparse Attention

   C++ 789 70

3. Versatile-Diffusion Versatile-Diffusion Public

   Versatile Diffusion: Text, Images and Variations All in One Diffusion Model, arXiv 2022 / ICCV 2023

   Python 1.3k 84

4. Prompt-Free-Diffusion Prompt-Free-Diffusion Public

   Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models, arxiv 2023 / CVPR 2024

   Python 759 38

5. OneFormer OneFormer Public

   [CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation

   Jupyter Notebook 1.7k 155

6. Compact-Transformers Compact-Transformers Public

   Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)

   Python 545 85