Research map / Detection and segmentation / Open-set and few-shot detection
Object Co-Skeletonization With Co-Segmentation
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| add coupled co-skeletonization and co-segmentation interdependence terms (ablation) | Ours · WH-SYMMAX | F3: 0.434 -> 0.506 | Helped |
| add coupled co-skeletonization and co-segmentation interdependence terms (ablation) | Ours · WH-SYMMAX | J: 0.649 -> 0.721 | Helped |
| add coupled co-skeletonization and co-segmentation interdependence terms (ablation) | Ours · CO-SKEL | F3: 0.522 -> 0.535 | Helped |
| add coupled co-skeletonization and co-segmentation interdependence terms (ablation) | Ours · CO-SKEL | J: 0.725 -> 0.741 | Helped |
| use ground-truth initialization on training images (ablation) | Ours · WH-SYMMAX | F^d: 0.530 -> 0.594 | Helped |
| use ground-truth initialization on training images (ablation) | Ours · SK506 | F^d: 0.483 -> 0.523 | Helped |
Closest papers by meaning
- Unsupervised Co-part Segmentation through Assembly (ICML 2021 · similarity 0.86)
- DeepFlux for Skeletons in the Wild (CVPR 2019 · similarity 0.86)
- Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation (CVPR 2024 · similarity 0.84)
- COS3D: Collaborative Open-Vocabulary 3D Segmentation (NeurIPS 2025 · similarity 0.84)
- CALICO: Part-Focused Semantic Co-Segmentation with Large Vision-Language Models (CVPR 2025 · similarity 0.83)
- unMORE: Unsupervised Multi-Object Segmentation via Center-Boundary Reasoning (ICML 2025 · similarity 0.83)
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