CAUSE uses frontdoor adjustment with a discretized concept clusterbook mediator to perform unsupervised semantic segmentation and reports state-of-the-art results.
Additionally, we present qualitative results for object-centric semantic segmentation by providing visualizations for the PASCAL VOC, COCO-81 and COCO-171 in Fig
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Causal Unsupervised Semantic Segmentation
CAUSE uses frontdoor adjustment with a discretized concept clusterbook mediator to perform unsupervised semantic segmentation and reports state-of-the-art results.