Graph usage query in object classification AWA2

[shadowbourne]

Graph usage query in object classification AWA2

[nihalnayak]

Thank you for these questions.

1. Yes, you are right that we are using the ConceptNet graph for zero-shot object classification. Please refer to the experiment code (https://github.com/BatsResearch/nayak-arxiv20-code/tree/master/object_classification) to train the AWA2 object classification model. You will need the ILSVRC2012 and the AWA2 graph from the google drive link in the readme.
2. We use the class names rather than attributes as concepts. Class names are mapped to the nodes/concepts in the knowledge graph and fed to TrGCN.

[nihalnayak]

Closing this issue due to inactivity.