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[MICCAI-2022] This is the official implementation of Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training.

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Hi, Thanks for your excellent work and share this awesome repo. When I run your code, I found a warning "Missing logger folder: result/task_pretrain_m3ae-seed0-from_" I checked the /result folder and...

Hey, Thanks very much for the excellent work and repo. When I run 'bash run_scripts/pretrain_m3ae.sh', I got the above exception. I tried to click this link and found that the...

Excellent work! As for VQA-RAD dataset of the VQA task, I download the checkpoint you provided and run the test script. The effect was shown below. ![image](https://github.com/zhjohnchan/M3AE/assets/44127403/f693e0b1-1b12-435d-9d27-bc56495111f9) But paper's ![image](https://github.com/zhjohnchan/M3AE/assets/44127403/9c585d95-8e2b-4961-b432-d3c867e2aaa3)

Hello, I've been exploring your project and am particularly interested in the model initialization process. I noticed that during model initialization, the `init_weights` function from `m3ae_utils.py` is utilized to initialize...

Hello, thank you for your excellent work. I am very interested in your research, but I am not sure how the visualization results of the RAD dataset are obtained. If...

The code can run normally. But when I use debug training data, the program stops and the data cannot be read. I want to know how to use debug to...

Hello, may I ask if I am running "bash run_ Scripts/finetunem3ae. sh" , what is the reason for the error "wandb. errors. UsageError: api_key not configured (no ty). call wandb....

I have an out-of-bounds problem with the targets array when performing a fine-tuning med-vqa task, and I observe that the max_label_size is set to 79. Is this because the med-vqa...

How many epochs was the pretrained model of M3AE trained for? I couldn't find any clues in the paper, GitHub repository, or the released checkpoint files. Thank you.

It’s a great piece of work! Could you please share the visualization code?