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@Expedit-LargeScale-Vision-Transformer

Expedit-LargeScale-Vision-Transformer

[NeurIPS 2022 / PAMI 2023] This is an official implementation of paper "Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning".
README.md

🔥🔥🔥Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning, NeurIPS 2022

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News

2023.09.04 Codes for Expedit-Mask2Former, Expedit-Video-Swin-Transformer and Expedit-OneFormer are released.

2023.04.14 Demo for Expedit-SAM is released! Have fun!🍺🍺

2023.04.13 Code for Expedit-SAM is released. We elegantly expedite Segment Anything Model (SAM) by using our method without any training.

2023.03.24 Code for Expedit-DINO is released.

2023.03.21 Codes for Expedit-Segmenter, Expedit-SWAG, and Expedit-DPT are released.

2022.10.03 "Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning" has been released to arXiv.

2022.09.15 "Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning" has been accepted at NeurIPS 2022. 🎉🎉🎉

Introduction

poster

Citation

If you find this work useful in your research, please consider citing:

@article{liang2022expediting,
  title={Expediting large-scale vision transformer for dense prediction without fine-tuning},
  author={Liang, Weicong and Yuan, Yuhui and Ding, Henghui and Luo, Xiao and Lin, Weihong and Jia, Ding and Zhang, Zheng and Zhang, Chao and Hu, Han},
  journal={arXiv preprint arXiv:2210.01035},
  year={2022}
}

Pinned Loading

  1. Expedit-SAM Expedit-SAM Public

    [NeurIPS2022] This is the official implementation of the paper "Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning" for SAM.

    Jupyter Notebook 82 8

  2. Expedit-DINO Expedit-DINO Public

    [NeurIPS2022] This is the official implementation of the paper "Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning" on DINO and MaskDINO.

    Python 8 1

  3. Expedit-DPT Expedit-DPT Public

    [NeurIPS2022] This is the official implementation of the paper "Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning" on DPT.

    Python 10

  4. Expedit-Segmenter Expedit-Segmenter Public

    [NeurIPS2022] This is the official implementation of the paper "Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning" on Segmenter.

    Jupyter Notebook 6

  5. Expedit-SWAG Expedit-SWAG Public

    [NeurIPS2022] This is the official implementation of the paper "Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning" on SWAG.

    Jupyter Notebook 3

  6. Expedit-Mask2Former Expedit-Mask2Former Public

    [NeurIPS2022] This is the official implementation of the paper "Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning" on Mask2Former.

    Python 5 1

Repositories

Showing 10 of 10 repositories
  • Expedit-DINO Public

    [NeurIPS2022] This is the official implementation of the paper "Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning" on DINO and MaskDINO.

    Expedit-LargeScale-Vision-Transformer/Expedit-DINO’s past year of commit activity
    Python 8 Apache-2.0 1 0 0 Updated Oct 29, 2023
  • Expedit-SAM Public

    [NeurIPS2022] This is the official implementation of the paper "Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning" for SAM.

    Expedit-LargeScale-Vision-Transformer/Expedit-SAM’s past year of commit activity
    Jupyter Notebook 82 Apache-2.0 8 0 0 Updated Oct 29, 2023
  • .github-private Public
    Expedit-LargeScale-Vision-Transformer/.github-private’s past year of commit activity
    0 0 0 0 Updated Oct 23, 2023
  • .github Public
    Expedit-LargeScale-Vision-Transformer/.github’s past year of commit activity
    0 0 0 0 Updated Sep 4, 2023
  • Expedit-Mask2Former Public

    [NeurIPS2022] This is the official implementation of the paper "Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning" on Mask2Former.

    Expedit-LargeScale-Vision-Transformer/Expedit-Mask2Former’s past year of commit activity
    Python 5 1 0 0 Updated Sep 4, 2023
  • Expedit-Video-Swin-Transformer Public

    [NeurIPS2022] This is the official implementation of the paper "Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning" on Video Swin Transformer.

    Expedit-LargeScale-Vision-Transformer/Expedit-Video-Swin-Transformer’s past year of commit activity
    Python 2 Apache-2.0 0 0 0 Updated Sep 2, 2023
  • Expedit-OneFormer Public

    [NeurIPS2022] This is the official implementation of the paper "Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning" on OneFormer.

    Expedit-LargeScale-Vision-Transformer/Expedit-OneFormer’s past year of commit activity
    Jupyter Notebook 1 MIT 0 0 0 Updated Sep 2, 2023
  • Expedit-Segmenter Public

    [NeurIPS2022] This is the official implementation of the paper "Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning" on Segmenter.

    Expedit-LargeScale-Vision-Transformer/Expedit-Segmenter’s past year of commit activity
    Jupyter Notebook 6 Apache-2.0 0 1 0 Updated Aug 23, 2023
  • Expedit-SWAG Public

    [NeurIPS2022] This is the official implementation of the paper "Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning" on SWAG.

    Expedit-LargeScale-Vision-Transformer/Expedit-SWAG’s past year of commit activity
    Jupyter Notebook 3 0 0 0 Updated Mar 23, 2023
  • Expedit-DPT Public

    [NeurIPS2022] This is the official implementation of the paper "Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning" on DPT.

    Expedit-LargeScale-Vision-Transformer/Expedit-DPT’s past year of commit activity
    Python 10 MIT 0 2 0 Updated Mar 23, 2023

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