masaaki

I had a simple-itk image and I was trying the script in [this demo](https://simpleitk.readthedocs.io/en/master/link_DicomSeriesReadModifyWrite_docs.html) to save the slices to dicom files. However, I got the following issues when calling `HasMetaDataKey`...

Support for higher version of Pytorch/CUDA

3

Hi. I find torch-radon library extremely helpful in accelerating forward/backward projection. It worked well on machines with CUDA 10.2. However, when I tried to run codes on machines with CUDA...

CUDA error at cudaMemcpy3D(&myparms)

4

I was using torch-radon v2 branch (which is installed using: `wget -qO- https://raw.githubusercontent.com/matteo-ronchetti/torch-radon/v2/auto_install.py | python -` provided in Issue #23). But when I try to run some test code I...

Questions on Painter's inference without groundtruths

2

Hello! I notice in your code that the model's input remains consistent during training and inference, i.e., paired images `imgs`, paired labels `tgts`, and mask `bool_masked_pos`. During `forward()`, the model...

Inquiry on the "gated cross-modality interaction"

1

Hi! Thanks for open-sourcing APE, it is fantastic! 👍 I am new to the field of open-vocabulary vision foundation models, and I have some questions on the "gated cross-modality interaction"...

[BUG] Dimension error within SwitchGate

1

**Describe the bug** Shape mismatch is found in the computation of auxiliary loss values: https://github.com/kyegomez/SwitchTransformers/blob/36a1ea01448e56242222b68201207a7219d72b4b/switch_transformers/model.py#L70-L74 where `load` is of shape `[num_experts, dim]` and `importance` is of shape `[batch_size, dim]`. Testing...

Need guidance on using pretrained tokenizer

3

Hi! I am trying to use the pretrained tokenizer to obtain latent code for my input CT images. However, I didn't see the identity-mapping-like reconstruction as demonstrated in Figure 3...