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Implementation of Perturb, Predict & Paraphrase: Semi-supervised Learning using Noisy Student for Image Captioning

Python 98.72% Shell 1.28%
ijcai2021 image-captioning noisy-student paraphrase semi-supervised-learning

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perturb-predict-paraphrase's Issues

OSError: beampreds.txt not found.

Thank you very much for opening such great work.

When I run the get_pseudo_labels.py, I found that the 'beampreds.txt' cited by BuDataLoader is missing and caused relevant OSError. I want to know how beampreds.txt is obtained and how can I generate the labelfile with my dataset.

Where does unpaired captions come from?

Hi! It's pleasure to see your paper and code. But I'm confused when I see it in section 5.5 Paraphrasing Part.

The paraphraser is trained on the set of unpaired captions UC

So, the question is: What is the unpaired captions used in your experiments?
As we know that Unlabeled MSCOCO splits only have images without captions.
Looking forward for your reply! Thanks again!

questions about new_unlab.json and the unlabel data missing

Thank you very much for opening such great work.

When I run the trainstudent.py, I found that the unlabel data was missing. I want to know how new_unlab.json is obtained and how can I get the data in new_unlab.json. I has download the cocobu_att, cocobu_fc, cocotalk_att, cocotalk_fc.

No such file or directory: '../172679.npz' This is the error and I can not find the data of new_unlab.json in cocobu and cocotalk.

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