"few-shot semantic segmentation" Papers

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DSV-LFS: Unifying LLM-Driven Semantic Cues with Visual Features for Robust Few-Shot Segmentation

Amin Karimi, Charalambos Poullis

CVPR 2025arXiv:2503.04006
4
citations

Probabilistic Prototype Calibration of Vision-language Models for Generalized Few-shot Semantic Segmentation

Jie Liu, Jiayi Shen, Pan Zhou et al.

ICCV 2025arXiv:2506.22979
1
citations

Reasoning Beyond Points: A Visual Introspective Approach for Few-Shot 3D Segmentation

Changshuo Wang, Shuting He, Xiang Fang et al.

NEURIPS 2025

Bidirectional Reciprocative Information Communication for Few-Shot Semantic Segmentation

Yuanwei Liu, Junwei Han, Xiwen Yao et al.

ICML 2024

Relevant Intrinsic Feature Enhancement Network for Few-Shot Semantic Segmentation

Xiaoyi Bao, Jie Qin, Siyang Sun et al.

AAAI 2024paperarXiv:2312.06474
33
citations