Papers citing 'APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation'

Title
Unbiased Semantic Decoding with Vision Foundation Models for Few-shot SegmentationIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025 Jin Wang Bingfeng Zhang Jian Pang Weifeng Liu Baodi Liu Honglong Chen VLM 154 0 0 19 Nov 2025
AdaptFly: Prompt-Guided Adaptation of Foundation Models for Low-Altitude UAV Networks Jiao Chen Haoyi Wang Jianhua Tang Junyi Wang 96 0 0 13 Nov 2025
Cross-Domain Few-Shot Segmentation via Ordinary Differential Equations over Time Intervals Huan Ni Qingshan Liu Xiaonan Niu Danfeng Hong Lingli Zhao Haiyan Guan 92 0 0 01 Sep 2025
Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Haoran Wang Zekun Li Jian Zhang Lei Qi Yinghuan Shi VOS VGen 121 0 0 11 Aug 2025
Color as the Impetus: Transforming Few-Shot Learner Chaofei Qi Zhitai Liu Jianbin Qiu VLM 195 0 0 29 Jul 2025
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation Jintao Tong Ran Ma Yonghong Tian Guangyao Chen Yuhua Li Ruixuan Li 192 4 0 09 Jun 2025
SANSA: Unleashing the Hidden Semantics in SAM2 for Few-Shot Segmentation Claudia Cuttano Gabriele Trivigno Giuseppe Averta Carlo Masone VLM 191 0 0 27 May 2025
Adapting In-Domain Few-Shot Segmentation to New Domains without Retraining Qi Fan Kaiqi Liu Nian Liu Hisham Cholakkal Rao Muhammad Anwer Wenbin Li Yang Gao 432 0 0 30 Apr 2025
UINO-FSS: Unifying Representation Learning and Few-shot Segmentation via Hierarchical Distillation and Mamba-HyperCorrelation Wei Zhuo Zhiyue Tang Wufeng Xue Hao Ding Linlin Shen LinLin Shen 302 0 0 22 Apr 2025
The Devil is in Low-Level Features for Cross-Domain Few-Shot SegmentationComputer Vision and Pattern Recognition (CVPR), 2025 Yuhan Liu Yixiong Zou Yuhua Li Ruixuan Li 155 3 0 27 Mar 2025
TAVP: Task-Adaptive Visual Prompt for Cross-domain Few-shot Segmentation Jiaqi Yang Ye Huang Jingxi Hu Song Wu Linlin Shen Guoping Qiu VLM 266 2 0 31 Dec 2024
CoSAM: Self-Correcting SAM for Domain Generalization in 2D Medical Image Segmentation Yihang Fu Zhaoyu Chen Yiwen Ye Xingliang Lei Zhisong Wang Yong-quan Xia VLM MedIm 168 4 0 15 Nov 2024
Image Segmentation in Foundation Model Era: A Survey Tianfei Zhou Fei Zhang Boyu Chang Wenguan Wang Ye Yuan E. Konukoglu Daniel Cremers VLM 351 27 0 23 Aug 2024