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[CVPR 2022] Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization

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Hi! I use ViT-base/16 pretrained with DINO to reproduce the 61.6 result in table-2. But I only get 56.70. I strictly follow the readme instruction. Do you have any idea?...

Hi, thank you for providing this awsome work! After reading the paper, I realized that we are highly relying on color, spatial, and the features extracted by the DINO algorithm....

Hi Thanks for sharing your code. 1. Running the train.py I received a bug as " __init__() got an unexpected keyword argument, transform_tuple, in voc.py line 159 - Can you...

Hi! I am trying to run the self-training part of semantic segmentation, but it cannot run successfully... May I ask if it is the defect of the code itself or...

https://github.com/lukemelas/deep-spectral-segmentation/blob/b89b6506cd6c300e6c954d12f27d5215362b7ca1/semantic-segmentation/train.py#L237

Hi, @lukemelas ! Thank you very much to provide your cool work! I have a question about matting. In eigenvalue calculation, you do not separate the method between hard and...

Hello! While running your code on my dataset, I noticed your CRF output was not being displayed correctly. I realised that this was an error between line 688 and 694....