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Showing 1 to 1 of 1 for “"Multi-Object Representation Learning"”.
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COMPOSITIONAL OBJECT-CENTRIC REPRESENTATIONS FOR ROBUST VISUAL PERCEPTION
… inputs. In contrast, human vision learns objects as compositional building blocks, enabling robust recognition, occlusion reasoning, generalization, and sample-efficient learning. To address this gap, this thesis proposes a unified object-centric representation framework with three stages: …