"few-shot segmentation" Papers

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Balancing Conservatism and Aggressiveness: Prototype-Affinity Hybrid Network for Few-Shot Segmentation

Tianyu Zou, Shengwu Xiong, Ruilin Yao et al.

ICCV 2025arXiv:2507.19140
1
citations

Object-level Correlation for Few-Shot Segmentation

chunlin wen, Yu Zhang, Jie Fan et al.

ICCV 2025arXiv:2509.07917
2
citations

SegGraph: Leveraging Graphs of SAM Segments for Few-Shot 3D Part Segmentation

Yueyang Hu, Haiyong Jiang, Haoxuan Song et al.

NEURIPS 2025arXiv:2512.16143

SMITE: Segment Me In TimE

Amirhossein Alimohammadi, Sauradip Nag, Saeid Asgari et al.

ICLR 2025arXiv:2410.18538
7
citations

Taylor Series-Inspired Local Structure Fitting Network for Few-shot Point Cloud Semantic Segmentation

Changshuo Wang, Shuting He, Xiang Fang et al.

AAAI 2025paperarXiv:2504.02454
10
citations

WISNet: Pseudo Label Generation on Unbalanced and Patch Annotated Waste Images

Shifan Zhang, Hongzi Zhu, Yinan He et al.

CVPR 2025
1
citations

Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement

Jing Wang, Jiangyun Li, Chen Chen et al.

AAAI 2024paperarXiv:2312.15731
21
citations

AlignDiff: Aligning Diffusion Models for General Few-Shot Segmentation

Ri-Zhao Qiu, Yu-Xiong Wang, Kris Hauser

ECCV 2024
6
citations

Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection

Soopil Kim, Sion An, Philip Chikontwe et al.

AAAI 2024paperarXiv:2312.13783
40
citations

Pseudo-Embedding for Generalized Few-Shot Point Cloud Segmentation

Chih-Jung Tsai, Hwann-Tzong Chen, Tyng-Luh Liu

ECCV 2024

Rethinking Few-shot 3D Point Cloud Semantic Segmentation

Zhaochong An, Guolei Sun, Yun Liu et al.

CVPR 2024arXiv:2403.00592
22
citations

Task-Disruptive Background Suppression for Few-Shot Segmentation

Suho Park, SuBeen Lee, Sangeek Hyun et al.

AAAI 2024paperarXiv:2312.15894
12
citations

Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach

Mir Rayat Imtiaz Hossain, Mennatullah Siam, Leonid Sigal et al.

CVPR 2024arXiv:2404.11732
21
citations