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awesome-mlp-mixer
Transformers w/o Attention, based fully on MLPs
https://github.com/fawazsammani/awesome-mlp-mixer
Last synced: 3 days ago
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Papers
- MLP-Mixer - research/vision_transformer/tree/linen) [[code]](https://github.com/rishikksh20/MLP-Mixer-pytorch) [[code]](https://github.com/lucidrains/mlp-mixer-pytorch) [[code]](https://github.com/jeonsworld/MLP-Mixer-Pytorch) [[Yannic Kilcher Video]](https://www.youtube.com/watch?v=7K4Z8RqjWIk)
- [pdf - you-even-need-attention)
- ResMLP - mlp-pytorch) [[code]](https://github.com/rishikksh20/ResMLP-pytorch)
- [pdf - mlp-pytorch) [[code]](https://github.com/lucidrains/g-mlp-gpt) [[code]](https://github.com/jaketae/g-mlp)
- FNet - pytorch) [[Yannic Kilcher Video]](https://www.youtube.com/watch?v=JJR3pBl78zw&t=1s)
- MixerGAN
- S<sup>2</sup> MLP
- Vision Permutator - Qibin/VisionPermutator)
- GFNet
- As-MLP - lab/AS-MLP)
- CycleMLP
- S<sup>2</sup> MLPv2
- Hire-MLP
- Sparse-MLP
- [pdf - mixer_cnn)
- Wave-MLP - noah/Efficient-AI-Backbones/tree/master/wavemlp_pytorch)
- SWAT
- [pdf - vil)
- RepMLPNet
- ShiftViT
- [pdf - MLP)
- DynaMixer
- PoolFormer - sg/poolformer)
- Sequencer
- Sparse Mixers - research/google-research/tree/master/sparse_mixers)
- AFNO - transformer)
- Graph-MLPMixer - MLPMixer)
- ChordMixer
- Strip-MLP - Process/Strip_MLP)
- MixVPR
- MLP-Mixer - research/vision_transformer/tree/linen) [[code]](https://github.com/rishikksh20/MLP-Mixer-pytorch) [[code]](https://github.com/lucidrains/mlp-mixer-pytorch) [[code]](https://github.com/jeonsworld/MLP-Mixer-Pytorch) [[Yannic Kilcher Video]](https://www.youtube.com/watch?v=7K4Z8RqjWIk)
- [pdf - you-even-need-attention)
- ResMLP - mlp-pytorch) [[code]](https://github.com/rishikksh20/ResMLP-pytorch)
- [pdf - mlp-pytorch) [[code]](https://github.com/lucidrains/g-mlp-gpt) [[code]](https://github.com/jaketae/g-mlp)
- FNet - pytorch) [[Yannic Kilcher Video]](https://www.youtube.com/watch?v=JJR3pBl78zw&t=1s)
- MixerGAN
- S<sup>2</sup> MLP
- Vision Permutator - Qibin/VisionPermutator)
- GFNet
- As-MLP - lab/AS-MLP)
- CycleMLP
- S<sup>2</sup> MLPv2
- RaftMLP - mlp)
- Hire-MLP
- Sparse-MLP
- [pdf - iclr/convmixer)
- [pdf - mixer_cnn)
- MorphMLP
- SWAT
- [pdf - vil)
- RepMLPNet
- MAXIM - research/maxim)
- ShiftViT
- [pdf - MLP)
- ActiveMLP
- DynaMixer
- PoolFormer - sg/poolformer)
- Sequencer
- Sparse Mixers - research/google-research/tree/master/sparse_mixers)
- MLP-3D
- ShuffleMixer - NTIRE2022)
- STD
- AFNO - transformer)
- Graph-MLPMixer - MLPMixer)
- ChordMixer
- Strip-MLP - Process/Strip_MLP)
- MixVPR
- Wave-MLP - noah/Efficient-AI-Backbones/tree/master/wavemlp_pytorch)
- pNLP-Mixer - ai/pnlp-mixer)
- ActiveMLP
- MorphMLP
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