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Found 3 papers, 1 papers with code
Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection
Groupwise Query Specialization trains a specialized query by dividing queries and relations into disjoint groups and directing a query in a specific query group solely toward relations in the corresponding relation group.
Ranked #1 on
Scene Graph Generation
on Visual Genome
Concept Bottleneck with Visual Concept Filtering for Explainable Medical Image Classification
However, those methods do not consider whether a concept is visually relevant or not, which is an important factor in computing meaningful concept scores.
Object Detection in Aerial Images with Uncertainty-Aware Graph Network
To achieve this, we first detect objects and then measure their semantic and spatial distances to construct an object graph, which is then represented by a graph neural network (GNN) for refining visual CNN features for objects.
