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lines changed Original file line number Diff line number Diff line change @@ -33,7 +33,7 @@ A more exciting view (with pretty pictures) of the models within `timm` can be f
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## DLA
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* Implementation: [ dla.py] ( https://github.com/rwightman/pytorch-image-models/blob/master/timm/models/dla.py )
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- * Paper: https://arxiv.org/abs/1707.06484
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+ * Paper: ` Deep Layer Aggregation ` - https://arxiv.org/abs/1707.06484
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* Code: https://github.com/ucbdrive/dla
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## Dual-Path Networks
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## NASNet-A
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* Implementation: [ nasnet.py] ( https://github.com/rwightman/pytorch-image-models/blob/master/timm/models/nasnet.py )
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- * Papers : ` Learning Transferable Architectures for Scalable Image Recognition ` - https://arxiv.org/abs/1707.07012
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+ * Paper : ` Learning Transferable Architectures for Scalable Image Recognition ` - https://arxiv.org/abs/1707.07012
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* Code: https://github.com/Cadene/pretrained-models.pytorch
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* Reference code: https://github.com/tensorflow/models/tree/master/research/slim/nets/nasnet
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## PNasNet-5
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* Implementation: [ pnasnet.py] ( https://github.com/rwightman/pytorch-image-models/blob/master/timm/models/pnasnet.py )
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- * Papers : ` Progressive Neural Architecture Search ` - https://arxiv.org/abs/1712.00559
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+ * Paper : ` Progressive Neural Architecture Search ` - https://arxiv.org/abs/1712.00559
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* Code: https://github.com/Cadene/pretrained-models.pytorch
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* Reference code: https://github.com/tensorflow/models/tree/master/research/slim/nets/nasnet
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