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peteanderson80 avatar peteanderson80 commented on May 18, 2024

We investigated trying to predict relations between visual genome objects, so that we could also use relation predictions in our captioning / vqa models. Initial results didn't lead to improvement so we left out this part of the code. The HAS_RELATION setting was for this experiment and should be ignored.

from bottom-up-attention.

yuzcccc avatar yuzcccc commented on May 18, 2024

Curious that what kind of network architecture you had used to predict the relation. Is it convenient for you to briefly introduce it? Thanks a lot

from bottom-up-attention.

peteanderson80 avatar peteanderson80 commented on May 18, 2024

We basically added some extra layers taking pairs of object proposals. We used a loss function based on TransE, but we didn't really have time to fully investigate this.

from bottom-up-attention.

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