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Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning

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Hi, First of all, thank you for your work, it's really appreciated. I have a question about replacing full rank with low rank in this section. https://github.com/syp2ysy/SVF/blob/8d42e341fcd93658e30e85fc50c86ec04a1a9850/svf.py#L60C1-L63C8 While for convolution...

您好,您这里的fine-tune是指:1-shot设置下使用测试集的1个support image\1个support mask;5-shot设置下使用测试集的5个support image\5个support mask进行吗? 还是在在训练中不冻结backbone,其余的步骤和其它的方法一样,只是在训练阶段使用全部的训练episodes微调backbone的参数?

Thank you very much for your excellent work! I have an idea, can SVF be applied to networks other than CNN? For example, Transformer. Is the code complex to implement?...

Hello! I am confused that how do you implemente the visulization experiment. I read the previous closed issue but I still can't get it. Could you provide more details, or...