Contrasting quadratic assignments for set-based representation learning
Channel: Artem Moskalev
Date: 2022-11-22

We go beyond contrasting individual pairs of objects by focusing on contrasting objects as sets. We use combinatorial quadratic assignment theory and derive set-contrastive objective as a regularizer for contrastive learning methods.

Paper: arxiv.org/abs/2205.15814 
Code: github.com/amoskalev/contrasting_quadratic