Learning Non-target Knowledge for Few-shot Semantic Segmentation

10 May 2022

Junwei Han

Papers citing "Learning Non-target Knowledge for Few-shot Semantic Segmentation"

50 / 53 papers shown

Title
Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic Segmentation Gabriele Rosi Fabio Cermelli VLM 32 0 0 06 May 2025
DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency Mengshi Qi Pengfei Zhu X. Li Xiaoyang Bi Lu Qi Huadong Ma Ming Yang VOS VLM 42 0 0 16 Apr 2025
TSAL: Few-shot Text Segmentation Based on Attribute Learning Chenming Li Chengxu Liu Yuanting Fan Xiao Jin Xingsong Hou Xueming Qian VLM 38 0 0 15 Apr 2025
DSV-LFS: Unifying LLM-Driven Semantic Cues with Visual Features for Robust Few-Shot Segmentation Amin Karimi Charalambos Poullis VLM 41 0 0 06 Mar 2025
MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided Prototyping Amirreza Fateh Mohammad Reza Mohammadi Mohammad Reza Jahed Motlagh ViT 66 5 0 31 Dec 2024
Improving 3D Few-Shot Segmentation with Inference-Time Pseudo-Labeling Mohammad Mozafari Hosein Hasani Reza Vahidimajd Mohamadreza Fereydooni M. Baghshah 13 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 29 3 0 09 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 30 0 0 01 Oct 2024
Hybrid Mamba for Few-Shot Segmentation Qianxiong Xu Xuanyi Liu Lanyun Zhu Guosheng Lin Cheng Long Ziyue Li Rui Zhao Mamba 20 3 0 29 Sep 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 25 0 0 16 Sep 2024
Symmetrical Joint Learning Support-query Prototypes for Few-shot Segmentation Qun Li Baoquan Sun Fu Xiao Yonggang Qi B. Bhanu 34 0 0 27 Jul 2024
Beyond Mask: Rethinking Guidance Types in Few-shot Segmentation Shijie Chang Youwei Pang Xiaoqi Zhao Lihe Zhang Huchuan Lu 21 1 0 16 Jul 2024
Eliminating Feature Ambiguity for Few-Shot Segmentation Qianxiong Xu Guosheng Lin Chen Change Loy Cheng Long Ziyue Li Rui Zhao 19 2 0 13 Jul 2024
Prototype Correlation Matching and Class-Relation Reasoning for Few-Shot Medical Image Segmentation Yumin Zhang Hongliu Li Yajun Gao Haoran Duan Yawen Huang Yefeng Zheng 24 0 0 07 Jun 2024
Memory-guided Network with Uncertainty-based Feature Augmentation for Few-shot Semantic Segmentation Xinyue Chen Miaojing Shi 21 0 0 01 Jun 2024
Embedding Generalized Semantic Knowledge into Few-Shot Remote Sensing Segmentation Yuyu Jia Wei Huang Junyu Gao Qi. Wang Qiang Li 30 3 0 22 May 2024
Rethinking Prior Information Generation with CLIP for Few-Shot Segmentation Jin Wang Bingfeng Zhang Jian Pang Honglong Chen Weifeng Liu VLM 24 6 0 14 May 2024
Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation Jiapeng Su Qi Fan Guangming Lu Fanglin Chen Wenjie Pei 18 5 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 60 6 0 14 Mar 2024
Query-guided Prototype Evolution Network for Few-Shot Segmentation Runmin Cong Hang Xiong Jinpeng Chen Wei Zhang Qingming Huang Yao Zhao 36 13 0 11 Mar 2024
RSAM-Seg: A SAM-based Approach with Prior Knowledge Integration for Remote Sensing Image Semantic Segmentation Jie Zhang Xubing Yang Rui Jiang Wei Shao Li Zhang 19 12 0 29 Feb 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 34 31 0 27 Feb 2024
Boosting Few-Shot Semantic Segmentation Via Segment Anything Model Chen-Bin Feng Qi Lai Kangdao Liu Houcheng Su Chi-Man Vong 11 3 0 18 Jan 2024
Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation Yuan Wang Naisong Luo Tianzhu Zhang 16 11 0 29 Nov 2023
LLaFS: When Large Language Models Meet Few-Shot Segmentation Lanyun Zhu Tianrun Chen Deyi Ji Jieping Ye Jun Liu VLM 26 37 0 28 Nov 2023
GP-NeRF: Generalized Perception NeRF for Context-Aware 3D Scene Understanding Hao Li Dingwen Zhang Yalun Dai Nian Liu Lechao Cheng Jingfeng Li Jingdong Wang Junwei Han 19 13 0 20 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 11 15 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-Wei Zhang Haofeng Zhang 12 10 0 20 Sep 2023
Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation Nian Liu Kepan Nan Wangbo Zhao Yuanwei Liu Xiwen Yao Salman Khan Hisham Cholakkal Rao Muhammad Anwer Junwei Han Fahad Shahbaz Khan VOS 13 7 0 20 Sep 2023
Self-Calibrated Cross Attention Network for Few-Shot Segmentation Qianxiong Xu Wenting Zhao Guosheng Lin Cheng Long 21 26 0 18 Aug 2023
Visual and Textual Prior Guided Mask Assemble for Few-Shot Segmentation and Beyond Chen Shuai Meng Fanman Runtong Zhang Heqian Qiu Hongliang Li Wu Qingbo Xu Linfeng VLM 20 12 0 15 Aug 2023
Dense Affinity Matching for Few-Shot Segmentation Hao Chen Yonghan Dong Zhe-Ming Lu Yunlong Yu Yingming Li Jungong Han Zhongfei Zhang 30 8 0 17 Jul 2023
Distilling Self-Supervised Vision Transformers for Weakly-Supervised Few-Shot Classification & Segmentation Dahyun Kang Piotr Koniusz Minsu Cho Naila Murray VLM ViT 18 19 0 07 Jul 2023
Reflection Invariance Learning for Few-shot Semantic Segmentation Qinglong Cao Yuntian Chen Chao Ma Xiaokang Yang 14 0 0 01 Jun 2023
Inferring and Leveraging Parts from Object Shape for Improving Semantic Image Synthesis Yuxiang Wei Zhilong Ji Xiaohe Wu Jinfeng Bai L. Zhang W. Zuo 29 3 0 31 May 2023
Few-Shot Rotation-Invariant Aerial Image Semantic Segmentation Qinglong Cao Yuntian Chen Chao Ma Xiaokang Yang 9 12 0 29 May 2023
MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation Yong Yang Qiong Chen Yuan Feng Tianlin Huang 17 29 0 23 May 2023
Vision-Language Models in Remote Sensing: Current Progress and Future Trends Xiang Li Congcong Wen Yuan Hu Zhenghang Yuan Xiao Xiang Zhu VLM 8 69 0 09 May 2023
Few-shot Medical Image Segmentation via Cross-Reference Transformer Yao-Pin Huang Jianming Liu ViT MedIm OOD 11 0 0 19 Apr 2023
Exploring Effective Factors for Improving Visual In-Context Learning Yanpeng Sun Qiang Chen Jian Wang Jingdong Wang Zechao Li LRM VLM 41 17 0 10 Apr 2023
Multi-Content Interaction Network for Few-Shot Segmentation Hao Chen Yunlong Yu Yonghan Dong Zhe-Ming Lu Yingming Li Zhongfei Zhang 14 3 0 11 Mar 2023
FECANet: Boosting Few-Shot Semantic Segmentation with Feature-Enhanced Context-Aware Network Huafeng Liu Pai Peng Tao Chen Qiong Wang Yazhou Yao Xiansheng Hua 17 52 0 19 Jan 2023
Prototype as Query for Few Shot Semantic Segmentation Leilei Cao Yibo Guo Ye Yuan Qiangguo Jin ViT 12 10 0 27 Nov 2022
Elimination of Non-Novel Segments at Multi-Scale for Few-Shot Segmentation Alper Kayabasi Gülin Tüfekci ilkay Ulusoy 14 6 0 04 Nov 2022
Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation Yuanwei Liu Nian Liu Xiwen Yao Junwei Han 10 60 0 13 Oct 2022
Uncertainty-Aware Semi-Supervised Few Shot Segmentation Soopil Kim Philip Chikontwe Sang Hyun Park 13 14 0 18 Oct 2021
PFENet++: Boosting Few-shot Semantic Segmentation with the Noise-filtered Context-aware Prior Mask Xiaoliu Luo Zhuotao Tian Taiping Zhang Bei Yu Yuan Yan Tang Jiaya Jia 39 37 0 28 Sep 2021
A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot Segmentation Qi Zhao Binghao Liu Shuchang Lyu Yifan Yang VLM 16 16 0 14 Aug 2021
Learning Meta-class Memory for Few-Shot Semantic Segmentation Zhonghua Wu Xiangxi Shi Guosheng lin Jianfei Cai VLM 53 108 0 06 Aug 2021
Visual Saliency Transformer Nian Liu Ni Zhang Kaiyuan Wan Ling Shao Junwei Han ViT 246 346 0 25 Apr 2021