RestNet: Boosting Cross-Domain Few-Shot Segmentation with Residual Transformation Network

25 August 2023

Papers citing "RestNet: Boosting Cross-Domain Few-Shot Segmentation with Residual Transformation Network"

13 / 13 papers shown

Title
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 74 0 0 30 Apr 2025
RobustEMD: Domain Robust Matching for Cross-domain Few-shot Medical Image Segmentation Yazhou Zhu Minxian Li Qiaolin Ye Shidong Wang Tong Xin Haofeng Zhang 33 0 0 01 Oct 2024
AgMTR: Agent Mining Transformer for Few-shot Segmentation in Remote Sensing Hanbo Bi Yingchao Feng Yongqiang Mao Jianning Pei Wenhui Diao Hongqi Wang Xian Sun ViT 37 4 0 26 Sep 2024
APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation Weizhao He Yang Zhang Wei Zhuo Linlin Shen Jiaqi Yang Songhe Deng Liang Sun VLM 46 8 0 12 Jun 2024
Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation Jiayi Chen Rong Quan Jie Qin 45 1 0 24 May 2024
Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation Jiapeng Su Qi Fan Guangming Lu Fanglin Chen Wenjie Pei 42 5 0 16 Apr 2024
Adapt Before Comparison: A New Perspective on Cross-Domain Few-Shot Segmentation Jonas Herzog SSeg 38 3 0 27 Feb 2024
Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining Jiahao Nie Yun Xing Gongjie Zhang Pei Yan Aoran Xiao Yap-Peng Tan Alex C. Kot Shijian Lu 31 5 0 16 Jan 2024
DARNet: Bridging Domain Gaps in Cross-Domain Few-Shot Segmentation with Dynamic Adaptation Haoran Fan Qi Fan M. Pagnucco Yang Song 19 3 0 08 Dec 2023
Few Shot Semantic Segmentation: a review of methodologies, benchmarks, and open challenges Nicolás Catalano Matteo Matteucci VLM 32 3 0 12 Apr 2023
Boosting Few-shot Fine-grained Recognition with Background Suppression and Foreground Alignment Zican Zha Hao Tang Yunlian Sun Jinhui Tang 57 75 0 04 Oct 2022
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? Malik Boudiaf H. Kervadec Imtiaz Masud Ziko Pablo Piantanida Ismail Ben Ayed Jose Dolz VLM 177 187 0 11 Dec 2020
CRNet: Cross-Reference Networks for Few-Shot Segmentation Weide Liu Chi Zhang Guosheng Lin Fayao Liu SSeg 152 192 0 24 Mar 2020