HIPT
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mahmoodlab
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
It seems like the code doesn't recognize the "vit_small" architecture, even through it's the default architecture
Am I right in expecting the patch level feature *.pt files (433779 files each containing 256 x 384 tensor) used for pretraining the second stage of HIPT to be present...
Hello, even installing the dependencies (pip install -r requirements.txt) I got the message "ModuleNotFoundError: No module named 'vision_transformer'" while executing "from HIPT_4K.hipt_4k import HIPT_4K". If you can tell me where...
Hello Richard, I have a few questions regarding your paper. I hope you can answer them. 1. Is it possible to use your implementation for Slides with less than 4096...
Thank you for the great work and for sharing the code. The paper mentions that the model was trained for 400K iterations with batch size of 256 which amounts to...
Hi, Thanks for sharing the code. It seems that hipt_lgp is implemented in the MCAT repo yet, but it says in this repo that we should use the below command...
Just read your paper. Very interesting method! Thanks for open sourcing such a comprehensive codebase. My lab is interested in trying it on our own dataset for a classification task...
Hi great work and repo :) I wanted to try this on a private dataset of WSIs at my lab. Do you have instructions for doing this? Cant find a...
Hello, I have two questions regarding your implementation for using it with MIL. #### 1.) My first question is about connecting Vit256-16, Vit4096-256 and ViT-WSI to build a complete network...
Hello; I am trying to reproduce results in 'Weakly-Supervised Training + Evaluation' section however when I run code, I am facing with this error. There is no file named `gpu_utils`...
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Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)