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What is: Conditional Relation Network?

SourceHierarchical Conditional Relation Networks for Video Question Answering
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

Conditional Relation Network, or CRN, is a building block to construct more sophisticated structures for representation and reasoning over video. CRN takes as input an array of tensorial objects and a conditioning feature, and computes an array of encoded output objects. Model building becomes a simple exercise of replication, rearrangement and stacking of these reusable units for diverse modalities and contextual information. This design thus supports high-order relational and multi-step reasoning.