How to develop DR-DSNsup (Supervised Version Of RL_Model) ?

KaiyangZhou / pytorch-vsumm-reinforce

Unsupervised video summarization with deep reinforcement learning (AAAI'18)

MIT License

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How to develop DR-DSNsup (Supervised Version Of RL_Model) ? #47

Open Solayman-Emon opened 4 years ago

Solayman-Emon commented 4 years ago

How I can generate the supervised version of DR-DSN ? Can anyone provide any code implementation of that. Thanks in advance.

sylvainma commented 4 years ago

This has been discussed in #7 and there is not (yet) implementation of it provided by the authors. With my team we have been working on an implementation of various video summarization models here and we plan to incorporate the supervised version of this model.

sylvainma commented 4 years ago

We implemented the supervision loss here: https://github.com/sylvainma/Summarizer/blob/b83635f022641765729cc29af4de95bac7f1cdc1/summarizer/models/dsn.py#L101

It would be nice to have the authors confirming this is correct.

Solayman-Emon commented 4 years ago

@sylvainma Thank you very much. I have tested this & it seems to give a good result.