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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -71,7 +71,7 @@ This repo is the official implementation of ["Swin Transformer: Hierarchical Vis
1. Swin Transformer received ICCV 2021 best paper award (Marr Prize).

***08/09/2021***
1. [Soft Teacher](https://arxiv.org/pdf/2106.09018v2.pdf) will appear at ICCV2021. The code will be released at [GitHub Repo](https://github.com/microsoft/SoftTeacher). `Soft Teacher` is an end-to-end semi-supervisd object detection method, achieving a new record on the COCO test-dev: `61.3 box AP` and `53.0 mask AP`.
1. [Soft Teacher](https://arxiv.org/pdf/2106.09018v2.pdf) will appear at ICCV2021. The code will be released at [GitHub Repo](https://github.com/microsoft/SoftTeacher). `Soft Teacher` is an end-to-end semi-supervised object detection method, achieving a new record on the COCO test-dev: `61.3 box AP` and `53.0 mask AP`.

***07/03/2021***
1. Add **Swin MLP**, which is an adaption of `Swin Transformer` by replacing all multi-head self-attention (MHSA) blocks by MLP layers (more precisely it is a group linear layer). The shifted window configuration can also significantly improve the performance of vanilla MLP architectures.
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