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Hi,
Thanks for making this learning list and indeed I learned a lot. Just want to share one of our recent works on transformers and I hope it could help the community through your platform:
RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning (ICLR 2022)
arxiv | code
In this work, we propose a better training scheme for vision transformers and testify it on VQA, HOI, and visual reasoning tasks. We further introduce concept-guided contrastive learning that helps these models master visual reasoning without massive pertaining or extra training data.