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Cross-Domain Few-Shot Object Detection

The task of Cross-Domain Few-Shot Object Detection (CD-FSOD) aims at tackling FSOD across domains.

Papers

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Showing 11–17 of 17 papers

Title	Date	Tasks	Status	Hype	Score
Cross-domain Few-shot Object Detection with Multi-modal Textual Enrichment	Feb 23, 2025	Cross-Domain Few-ShotCross-Domain Few-Shot Object Detection	CodeCode Available	1	5
FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding	Mar 10, 2021	Contrastive LearningCross-Domain Few-Shot Object Detection	CodeCode Available	1	5
AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection	Sep 22, 2022	Cross-Domain Few-ShotCross-Domain Few-Shot Object Detection	CodeCode Available	1	5
CDFormer: Cross-Domain Few-Shot Object Detection Transformer Against Feature Confusion	May 2, 2025	Cross-Domain Few-ShotCross-Domain Few-Shot Object Detection	CodeCode Available	1	5
Balanced ID-OOD tradeoff transfer makes query based detectors good few shot learners	May 23, 2024	Cross-Domain Few-Shot Object DetectionFew-Shot Object Detection	—Unverified	0	0
Meta-RCNN: Meta Learning for Few-Shot Object Detection	Sep 25, 2019	Cross-Domain Few-Shot Object DetectionFew-Shot Object Detection	—Unverified	0	0
0/1 Deep Neural Networks via Block Coordinate Descent	Jun 19, 2022	10-shot image generation	—Unverified	0	0

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