PACO provides a hierarchical online decision system with proxy-simulated initial thresholds and adaptive updates from mature prototypes to enable consistent category discovery in streaming sequences.
Novel class discovery for long-tailed recognition.arXiv preprint arXiv:2308.02989, 2023
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Hypergraph reasoning with geometric-aware prototypes for novel class discovery in point cloud segmentation.
citing papers explorer
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PACO: Proxy-Task Alignment and Online Calibration for On-the-Fly Category Discovery
PACO provides a hierarchical online decision system with proxy-simulated initial thresholds and adaptive updates from mature prototypes to enable consistent category discovery in streaming sequences.
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Geometric-Aware Hypergraph Reasoning for Novel Class Discovery in Point Cloud Segmentation
Hypergraph reasoning with geometric-aware prototypes for novel class discovery in point cloud segmentation.