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@lucidrains I would like to ask about the equivariance of the transformer (not IPA blocks). I wonder if you checked for the equivariance of the output when you allow the transformation of local point…
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(1) LeCun and his collaborators or doctoral students are all experts, and I greatly admire them.
(2) Technically, my understanding may be incorrect.
Just technical thoughts!!!
I always fee…
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Hello,
I tried out the code, and it is very neat and it works fine. One question I noticed is the ViT-b performance (Table 9) is much worse than the ResNet18 performance. Any idea why is it? Thanks!
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The architecture of kp_detector defined in 'modules/keypoint_detector.py', and applied in 'GeneratorFullModel'. Loss function contains 'perceptual', 'generator_gan', 'feature_matching', 'equivariance_…
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Hi, thanks for providing this helpful package. However, I encountered a issue that the 'gate_point_2021' model does not satisfy the naive equivariance. Can you give me some hints on this?
![imag…
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Thanks for your work ! Here are some questions:
* About formula 4 and your implementation.
![image](https://user-images.githubusercontent.com/6824141/79460044-d9d5c700-8026-11ea-99b9-c160903a550c.pn…
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Things to implement:
- [ ] Translation equivariance in attention
- [x] Message passing previous to pulling
- [ ] Randomly select up points for now
- [ ] Creating new nodes with the up-points to …
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Hello,
I am interested in being able to change the group of an instantiated (and trained) group convolutional layer while preserving weight information. The `export` function accomplishes this to g…
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Hi there,
I've been playing with your codebase to see how equivariant features propagate through different layer types and I think there might be an error in your code. The AttentionInteractionBloc…
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In the appendix of the paper, "translations are trivial to deal with". However, while we can use Wiger D matrices as O(3) representations acting on the steerable vectors, I'm confused that how to hav…