Yudong Liu

Some questions about the 'make_imnet_dataset' function

6

Thank you very much for your great work! I am trying to use the full dataset of `IMnet` and `HSP` to train ShapeFormer. I discovered the `make_imnet_dataset` function in `shapeformer/data/imnet_datasets/imnet_datasets.py`...

Finetuning Sonata with hugging face pretrain model

17

Thank you for the great work of Sonata! I encountered an issue while attempting to fine-tune Sonata. I downloaded the pre-trained model `sonata.pth` provided by you on Hugging Face, and...

How to enable warmup epoch in finetuning spunet to reproduce result of MSC?

1

Thank you for the great work! When finetuning the spunet with pretrained MSC, I noticed that `warmup_epoch` was used, as shown in the appendix of MSC in the CVPR23 paper:...

Thank you very much for your outstanding work! I have a question regarding the self-training part. I don't quite understand why self-training can significantly improve performance. It uses pseudo masks...