Feature-Proxy Transformer for Few-Shot Segmentation

13 October 2022

Yifan Sun

Papers citing "Feature-Proxy Transformer for Few-Shot Segmentation"

43 / 43 papers shown

Title
Towards PerSense++: Advancing Training-Free Personalized Instance Segmentation in Dense Images Muhammad Ibraheem Siddiqui Muhammad Umer Sheikh Hassan Abid Kevin Henry M. H. Khan VLM MDE 57 0 0 20 Aug 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 88 1 0 09 Jun 2025
ProMi: An Efficient Prototype-Mixture Baseline for Few-Shot Segmentation with Bounding-Box Annotations Florent Chiaroni Ali Ayub Ola Ahmad 89 0 0 18 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 286 0 0 30 Apr 2025
DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency Mengshi Qi Pengfei Zhu Xianrui Li Xiaoyang Bi Lu Qi Huadong Ma Ming-Hsuan Yang VOS VLM 177 0 0 16 Apr 2025
The Devil is in Low-Level Features for Cross-Domain Few-Shot Segmentation Yuhan Liu Yixiong Zou Yuhua Li Ruixuan Li 95 1 0 27 Mar 2025
SAMIC: Segment Anything with In-Context Spatial Prompt Engineering S. Nagendra Kashif Rashid Chaopeng Shen Daniel Kifer VLM 163 3 0 16 Dec 2024
Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation Jintao Tong Yixiong Zou Yuhua Li Ruixuan Li 117 9 0 29 Oct 2024
Improving 3D Few-Shot Segmentation with Inference-Time Pseudo-Labeling Mohammad Mozafari Hosein Hasani Reza Vahidimajd Mohamadreza Fereydooni M. Baghshah 85 0 0 13 Oct 2024
Bridge the Points: Graph-based Few-shot Segment Anything Semantically Anqi Zhang Guangyu Gao Jianbo Jiao C. Liu Yunchao Wei VLM 118 12 0 09 Oct 2024
A Simple Image Segmentation Framework via In-Context Examples Yang Liu Chenchen Jing Hengtao Li Muzhi Zhu Hao Chen Xinlong Wang Chunhua Shen 105 10 0 07 Oct 2024
Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation Muzhi Zhu Yang Liu Zekai Luo Chenchen Jing Hao Chen Guangkai Xu Xinlong Wang Chunhua Shen DiffM VLM 121 8 0 03 Oct 2024
RobustEMD: Domain Robust Matching for Cross-domain Few-shot Medical Image Segmentation Yazhou Zhu Minxian Li Qiaolin Ye Shidong Wang Tong Xin Haofeng Zhang 140 2 0 01 Oct 2024
Prompt-and-Transfer: Dynamic Class-aware Enhancement for Few-shot Segmentation Hanbo Bi Yingchao Feng Wenhui Diao Peijin Wang Yongqiang Mao Kun Fu Hongqi Wang Xian Sun VLM 100 9 0 16 Sep 2024
Small Object Few-shot Segmentation for Vision-based Industrial Inspection Zilong Zhang Chang Niu Yi Lin Jingchi Jiang Xuefeng Chen 114 2 0 31 Jul 2024
Beyond Mask: Rethinking Guidance Types in Few-shot Segmentation Shijie Chang Youwei Pang Xiaoqi Zhao Lihe Zhang Huchuan Lu 109 3 0 16 Jul 2024
Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts Pasquale De Marinis Nicola Fanelli Raffaele Scaringi Emanuele Colonna Giuseppe Fiameni G. Vessio Giovanna Castellano MLLM VLM 135 3 0 02 Jul 2024
Investigating Self-Supervised Methods for Label-Efficient Learning S. Nandam Sara Atito Zhenhua Feng Josef Kittler Muhammad Awais VLM 102 2 0 25 Jun 2024
Learning Robust Correlation with Foundation Model for Weakly-Supervised Few-Shot Segmentation Xinyang Huang Chuanglu Zhu Kebin Liu Ruiying Ren Shengjie Liu 98 3 0 30 May 2024
PerSense: Training-Free Personalized Instance Segmentation in Dense Images Muhammad Ibraheem Siddiqui Muhammad Umer Sheikh Hassan Abid M. H. Khan VLM 188 0 0 22 May 2024
NubbleDrop: A Simple Way to Improve Matching Strategy for Prompted One-Shot Segmentation Zhiyu Xu Qingliang Chen 94 0 0 19 May 2024
Image to Pseudo-Episode: Boosting Few-Shot Segmentation by Unlabeled Data Jie Zhang Yuhan Li Yude Wang Stephen Lin Shiguang Shan 92 0 0 14 May 2024
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach Mir Rayat Imtiaz Hossain Mennatullah Siam Leonid Sigal James J. Little VLM 129 10 0 17 Apr 2024
Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation Jiapeng Su Qi Fan Guangming Lu Fanglin Chen Wenjie Pei 103 14 0 16 Apr 2024
Explore In-Context Segmentation via Latent Diffusion Models Chaoyang Wang Xiangtai Li Henghui Ding Lu Qi Jiangning Zhang Yunhai Tong Chen Change Loy Shuicheng Yan DiffM 196 10 0 14 Mar 2024
Multi-modal Instruction Tuned LLMs with Fine-grained Visual Perception Jun-Yan He Yifan Wang Lijun Wang Huchuan Lu Jun-Yan He Jinpeng Lan Bin Luo Xuansong Xie MLLM VLM 116 30 0 05 Mar 2024
VRP-SAM: SAM with Visual Reference Prompt Yanpeng Sun Jiahui Chen Shan Zhang Xinyu Zhang Qiang Chen Gang Zhang Errui Ding Jingdong Wang Zechao Li 187 58 0 27 Feb 2024
Towards More Unified In-context Visual Understanding Dianmo Sheng DongDong Chen Zhentao Tan Qiankun Liu Qi Chu Jianmin Bao Tao Gong Bin Liu Shengwei Xu Nenghai Yu MLLM VLM 124 11 0 05 Dec 2023
Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation Yuan Wang Naisong Luo Tianzhu Zhang 119 15 0 29 Nov 2023
SEGIC: Unleashing the Emergent Correspondence for In-Context Segmentation Lingchen Meng Shiyi Lan Hengduo Li Jose M. Alvarez Zuxuan Wu Yu-Gang Jiang VLM ISeg MLLM 110 11 0 24 Nov 2023
Not Just Learning from Others but Relying on Yourself: A New Perspective on Few-Shot Segmentation in Remote Sensing Hanbo Bi Yingchao Feng Zhiyuan Yan Yongqiang Mao Wenhui Diao Hongqi Wang Xian Sun 60 24 0 19 Oct 2023
Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation Yazhou Zhu Shidong Wang Tong Xin Zheng Zhang Haofeng Zhang 125 16 0 20 Sep 2023
Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer Yazhou Zhu Shidong Wang Tong Xin Haofeng Zhang ViT MedIm 128 25 0 09 Sep 2023
SLiMe: Segment Like Me Aliasghar Khani Saeid Asgari Taghanaki Aditya Sanghi Ali Mahdavi-Amiri Ghassan Hamarneh VLM 175 35 0 06 Sep 2023
Dense Affinity Matching for Few-Shot Segmentation Hao Chen Yonghan Dong Zhe-Ming Lu YunLong Yu Yingming Li Jungong Han Zhongfei Zhang 98 10 0 17 Jul 2023
Multi-Modal Prototypes for Open-World Semantic Segmentation Yu-Hao Yang Chaofan Ma Chen Ju Fei Zhang Jiangchao Yao Ya Zhang Yanfeng Wang VLM 175 12 0 05 Jul 2023
Reflection Invariance Learning for Few-shot Semantic Segmentation Qinglong Cao Yuntian Chen Chao Ma Xiaokang Yang 100 0 0 01 Jun 2023
Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching Yang Liu Muzhi Zhu Hengtao Li Hao Chen Xinlong Wang Chunhua Shen VLM MLLM 202 105 0 22 May 2023
Visual Tuning Bruce X. B. Yu Jianlong Chang Haixin Wang Lin Liu Shijie Wang ... Lingxi Xie Haojie Li Zhouchen Lin Qi Tian Chang Wen Chen VLM 243 47 0 10 May 2023
[CLS] Token is All You Need for Zero-Shot Semantic Segmentation Letian Wu Wenya Zhang Tengping Jiang Wankou Yang Xin Jin Wenjun Zeng VLM 126 5 0 13 Apr 2023
SegGPT: Segmenting Everything In Context Xinlong Wang Xiaosong Zhang Yue Cao Wen Wang Chunhua Shen Tiejun Huang VOS MLLM VLM 128 221 0 06 Apr 2023
Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation Yue Han Jiangning Zhang Zhucun Xue Chao Xu Xintian Shen Yabiao Wang Chengjie Wang Yong Liu Xiangtai Li 145 22 0 03 Jan 2023
Prediction Calibration for Generalized Few-shot Semantic Segmentation Zhihe Lu Sen He Da Li Yi-Zhe Song Tao Xiang ViT 86 26 0 15 Oct 2022