DPGN

DPGN copied to clipboard

Hello, thanks for creating this wonderful work! I want to reproduce your result on CUB with Conv4 but cannot find the config file Could you please release the file? Thanks...

wenjiaXu

Hey， The work of your team is very impressive, and i want to do some contrast experiments with your approach, could you please give out the link to the pre-trained...

IceLeeCool

关于测试样本每类数目随机抽取的打乱测试

5

您好！ 您有没有试过类似于（1,1,2,3,4）,（0,0,2,2,3）这种每类不是固定取一个的测试方法呢？我在您的模型上进行这样的测试发现准确率会降低很多。实际上egnn进行这种测试准确率也会降低很多，是不是学习到了一些先验知识呢？

lsgn12138

Error running with CUB

3

Hi, I am running with CUB with the following command: `python3 main.py --dataset_root dataset --config config/5way_1shot_resnet12_cub-200.py --num_gpu 1 --mode train` And I got this error File "main.py", line 579, in...

vunh

Questions about Resnet 12 backbone

4

Hello, I am reading your codes and there are a few questions i want to ask. 1. What is the purpose of the outputs of **second last layer**? I found...

LoveMiki

question about evaluation partition.

1

Hi, Interesting work and well done! If I understand the code correctly, to get the best model when training, you used the test set to validate the accuracy. Should we...

Cheng-Xue

About the num_queries

1

Thanks for your work, in your experiments, 'num_queries' is set to 1 in stead of 15. Does it meet the standard few-shot learning setting ? @zsc @zxytim

shi1997Yee

The code only works on num_queries=1

1

https://github.com/megvii-research/DPGN/blob/b9401115b43319544c07718890e115e7f4fc2a1d/main.py#L316 `self.pred_loss(query_node_pred_generation, query_label.long()).mean()` For example, 5 way 1 shot, num_queries=1, `query_node_pred_generation` has shape of [batch_size, 5, 5] `query_label` has shape of [batch_size, 5] 5 way 1 shot, num_queries=2, `query_node_pred_generation` have...

IRNLPCoder

Question about the dataset:CUB-200

1

With the dataset link provided, I follow the steps in 'download_CUB.sh' , finding there's no file named 'split' under my directory, and the code can't run without this file on...

xinobu

tiered-imagenet

1

Hello, I have followed the file's instructions but was unable to download the 'tiered-imagenet' dataset due to permission issues. Could you please share this dataset with me?

lgx12345678