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Few-shot Instance Segmentation

Few-shot Instance Segmentation

Papers

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Showing 1–13 of 13 papers

Title	Date	Tasks	Status	Hype
Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation	Jan 3, 2023	BenchmarkingFew-shot Instance Segmentation	CodeCode Available	1
Geodesic-Former: a Geodesic-Guided Few-shot 3D Point Cloud Instance Segmenter	Jul 22, 2022	Few-shot Instance SegmentationInstance Segmentation	CodeCode Available	1
Incremental Few-Shot Instance Segmentation	May 11, 2021	Few-shot Instance SegmentationInstance Segmentation	CodeCode Available	1
FAPIS: A Few-shot Anchor-free Part-based Instance Segmenter	Mar 31, 2021	Few-shot Instance SegmentationFew-Shot Learning	CodeCode Available	1
SAM-IF: Leveraging SAM for Incremental Few-Shot Instance Segmentation	Dec 15, 2024	DecoderFew-shot Instance Segmentation	—Unverified	0
Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation	Feb 26, 2024	Few-shot Instance SegmentationFew-Shot Learning	—Unverified	0
CUPre: Cross-domain Unsupervised Pre-training for Few-Shot Cell Segmentation	Oct 6, 2023	Cell SegmentationContrastive Learning	—Unverified	0
Instance-level Few-shot Learning with Class Hierarchy Mining	Apr 15, 2023	Few-shot Instance SegmentationFew-Shot Learning	CodeCode Available	0
The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation	Apr 15, 2023	Camouflaged Object SegmentationFew-shot Instance Segmentation	CodeCode Available	0
MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic Model for Few-Shot Instance Segmentation	Mar 9, 2023	Few-shot Instance SegmentationFew-Shot Learning	CodeCode Available	0
iFS-RCNN: An Incremental Few-shot Instance Segmenter	May 31, 2022	Few-shot Instance SegmentationInstance Segmentation	CodeCode Available	0
FoxInst: A Frustratingly Simple Baseline for Weakly Few-shot Instance Segmentation	Sep 29, 2021	Few-shot Instance SegmentationInstance Segmentation	—Unverified	0
FGN: Fully Guided Network for Few-Shot Instance Segmentation	Mar 31, 2020	Few-shot Instance SegmentationFew-Shot Learning	—Unverified	0

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