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SLSQP algorithm goes to infinity without counting for bounds specified if local gradient in one of the directions is close to zero. This issue is found at 2D and 7D bounded constrained problems I'm ru…
ghost updated
3 years ago
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List of TODOs to make the code differentiable with JAX
- [x] Figure out the unit conversions: we should work in atomic units throughout. Conversions to/from AU should be done outside the `d3` funct…
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**Is your feature request related to a problem? Please describe.**
Many ultrasound computing pipelines rely on a envelope detection detection algorithm. Having such a feature in MONAI would help ultr…
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This issue is my proposal to rename the `Block` class (https://github.com/awslabs/djl/blob/master/api/src/main/java/ai/djl/nn/Block.java) to `LearnedFunction`. I am hoping to collect feedback and have…
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Examples of BIS that are not being pulled under the new code but used to be:
1. 285baacbdf8fda1de94b19282acd23e2
2. cdfa4c42f465a5a66871587c69fcfa34
3. 33a854e247155d590883b93bca53848a (though t…
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Thanks for collecting and sharing the loss function work. There are a lot of torch.no_grad() used in the code. Will this cause the gradient to be truncated, making it impossible to update the weights?
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Hi all! I have a problem in the audio domain in which I am attempting to find, via gradient descent, which _array index_ should be set to a certain (static) value. That is, I'm trying to optimize an _…
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Dear author,
First of all, thanks for your great work!
There are something confusing for me about how the patch attack is implemented.
To my understanding, because you use the "double chann…
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Hello,
Given JAX's concept of composable function transformations, it would be great if the grad function of Sinkhorn could also be differentiated with reverse mode.
However, given the fact that …
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