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2007.06309
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Part-aware Prototype Network for Few-shot Semantic Segmentation
European Conference on Computer Vision (ECCV), 2020
13 July 2020
Yongfei Liu
Xiangyi Zhang
Songyang Zhang
Xuming He
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Papers citing
"Part-aware Prototype Network for Few-shot Semantic Segmentation"
50 / 161 papers shown
Multi-Text Guided Few-Shot Semantic Segmentation
Qiang Jiao
Bin Yan
Yi Yang
Mengrui Shi
Qiang Zhang
VLM
185
0
0
19 Nov 2025
Bridging Granularity Gaps: Hierarchical Semantic Learning for Cross-domain Few-shot Segmentation
Sujun Sun
Haowen Gu
Cheng Xie
Yanxu Ren
Mingwu Ren
Haofeng Zhang
177
0
0
15 Nov 2025
White Aggregation and Restoration for Few-shot 3D Point Cloud Semantic Segmentation
Jiyun Im
Subeen Lee
Miso Lee
Jae-Pil Heo
3DPC
282
0
0
17 Sep 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
227
0
0
01 Sep 2025
Advancing Weakly-Supervised Change Detection in Satellite Images via Adversarial Class Prompting
Zhenghui Zhao
Chen Wu
Di Wang
Hongruixuan Chen
Cuiqun Chen
Zhuo Zheng
Bo Du
Liangpei Zhang
250
1
0
24 Aug 2025
Textual and Visual Guided Task Adaptation for Source-Free Cross-Domain Few-Shot Segmentation
Jianming Liu
Wenlong Qiu
Haitao Wei
215
1
0
07 Aug 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
527
0
0
22 Apr 2025
MARS: a Multimodal Alignment and Ranking System for Few-Shot Segmentation
Nico Catalano
Stefano Samele
Paolo Pertino
Matteo Matteucci
3DPC
340
1
0
10 Apr 2025
Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency Relearning
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Zixuan Zheng
Yilei Shi
Chunlei Li
Jingliang Hu
Xiao Xiang Zhu
Lichao Mou
304
2
0
19 Mar 2025
Interpreting CLIP with Hierarchical Sparse Autoencoders
Vladimir Zaigrajew
Hubert Baniecki
P. Biecek
547
26
0
27 Feb 2025
Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025
Michael Schwingshackl
Fabio Francisco Oberweger
Markus Murschitz
305
2
0
20 Jan 2025
Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation
AAAI Conference on Artificial Intelligence (AAAI), 2025
S. Park
Subeen Lee
Hyun Seok Seong
Jaejoon Yoo
Jae-Pil Heo
426
9
0
03 Jan 2025
SAMIC: Segment Anything with In-Context Spatial Prompt Engineering
S. Nagendra
Kashif Rashid
Chaopeng Shen
Daniel Kifer
VLM
394
4
0
16 Dec 2024
Data Adaptive Few-shot Multi Label Segmentation with Foundation Model
Gurunath Reddy
D. Shanbhag
Deepa Anand
286
1
0
13 Oct 2024
Cognition Transferring and Decoupling for Text-supervised Egocentric Semantic Segmentation
Zhaofeng Shi
Heqian Qiu
Lanxiao Wang
Fanman Meng
Qi Wu
Hongliang Li
357
5
0
02 Oct 2024
AgMTR: Agent Mining Transformer for Few-shot Segmentation in Remote Sensing
International Journal of Computer Vision (IJCV), 2024
Hanbo Bi
Yingchao Feng
Yongqiang Mao
Jianning Pei
Wenhui Diao
Hongqi Wang
Xian Sun
ViT
302
19
0
26 Sep 2024
MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided Prototyping
Image and Vision Computing (IVC), 2024
Amirreza Fateh
Mohammad Reza Mohammadi
Mohammad Reza Jahed Motlagh
ViT
985
20
0
17 Sep 2024
Prompt-and-Transfer: Dynamic Class-aware Enhancement for Few-shot Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Hanbo Bi
Yingchao Feng
Wenhui Diao
Peijin Wang
Yongqiang Mao
Kun Fu
Hongqi Wang
Xian Sun
VLM
254
24
0
16 Sep 2024
CP-VoteNet: Contrastive Prototypical VoteNet for Few-Shot Point Cloud Object Detection
Chinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2024
Xuejing Li
Weijia Zhang
Chao Ma
3DPC
257
2
0
30 Aug 2024
Correlation Weighted Prototype-based Self-Supervised One-Shot Segmentation of Medical Images
International Conference on Pattern Recognition (ICPR), 2024
Siladittya Manna
Saumik Bhattacharya
Umapada Pal
OOD
321
2
0
12 Aug 2024
No Re-Train, More Gain: Upgrading Backbones with Diffusion model for Pixel-Wise and Weakly-Supervised Few-Shot Segmentation
Shuai Chen
Fanman Meng
Haoran Wei
Haoran Wei
Runtong Zhang
Qingbo Wu
Linfeng Xu
Hongliang Li
281
0
0
23 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
430
10
0
02 Jul 2024
Few-Shot Medical Image Segmentation with High-Fidelity Prototypes
Song Tang
Shaxu Yan
Xiaozhi Qi
Jianxin Gao
Mao Ye
Jianwei Zhang
Xiatian Zhu
378
0
0
26 Jun 2024
Prototypical Transformer as Unified Motion Learners
Cheng Han
Yawen Lu
Guohao Sun
James Liang
Zhiwen Cao
...
S. Dianat
Raghuveer M. Rao
Tong Geng
Zhiqiang Tao
Dongfang Liu
ViT
398
9
0
03 Jun 2024
Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation
Jiayi Chen
Rong Quan
Jie Qin
398
19
0
24 May 2024
Image to Pseudo-Episode: Boosting Few-Shot Segmentation by Unlabeled Data
Social Science Research Network (SSRN), 2024
Jie Zhang
Yuhan Li
Yude Wang
Stephen Lin
Shiguang Shan
246
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
358
26
0
17 Apr 2024
Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation
Jiapeng Su
Qi Fan
Guangming Lu
Fanglin Chen
Wenjie Pei
266
33
0
16 Apr 2024
Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2024
Feilong Tang
Zhongxing Xu
Zhaojun Qu
Wei Feng
Xingjian Jiang
Zongyuan Ge
362
37
0
12 Mar 2024
Query-guided Prototype Evolution Network for Few-Shot Segmentation
IEEE transactions on multimedia (IEEE TMM), 2024
Runmin Cong
Hang Xiong
Jinpeng Chen
Wei Zhang
Qingming Huang
Yao Zhao
277
37
0
11 Mar 2024
Adapt Before Comparison: A New Perspective on Cross-Domain Few-Shot Segmentation
Jonas Herzog
SSeg
373
31
0
27 Feb 2024
More than the Sum of Its Parts: Ensembling Backbone Networks for Few-Shot Segmentation
IEEE International Joint Conference on Neural Network (IJCNN), 2024
Nicolás Catalano
Alessandro Maranelli
Agnese Chiatti
Matteo Matteucci
213
1
0
09 Feb 2024
Boosting Few-Shot Segmentation via Instance-Aware Data Augmentation and Local Consensus Guided Cross Attention
Li Guo
Haoming Liu
Yuxuan Xia
Chengyu Zhang
Xiaochen Lu
224
0
0
18 Jan 2024
Boosting Few-Shot Semantic Segmentation Via Segment Anything Model
Chen-Bin Feng
Qi Lai
Kangdao Liu
Houcheng Su
Chi-Man Vong
268
7
0
18 Jan 2024
Task-Disruptive Background Suppression for Few-Shot Segmentation
Suho Park
Subeen Lee
Sangeek Hyun
Hyun Seok Seong
Jae-Pil Heo
177
13
0
26 Dec 2023
UniRef++: Segment Every Reference Object in Spatial and Temporal Spaces
Jiannan Wu
Yi Jiang
Bin Yan
Huchuan Lu
Zehuan Yuan
Ping Luo
VOS
335
28
0
25 Dec 2023
Relevant Intrinsic Feature Enhancement Network for Few-Shot Semantic Segmentation
Xiaoyi Bao
Jie Qin
Siyang Sun
Yun Zheng
Xingang Wang
256
34
0
11 Dec 2023
Background Clustering Pre-training for Few-shot Segmentation
Zhimiao Yu
Tiancheng Lin
Yi Xu
VLM
221
0
0
06 Dec 2023
IMProv: Inpainting-based Multimodal Prompting for Computer Vision Tasks
Jiarui Xu
Yossi Gandelsman
Amir Bar
Jianwei Yang
Jianfeng Gao
Trevor Darrell
Xiaolong Wang
VLM
219
8
0
04 Dec 2023
Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation
Neural Information Processing Systems (NeurIPS), 2023
Yuan Wang
Naisong Luo
Tianzhu Zhang
312
24
0
29 Nov 2023
LLaFS: When Large Language Models Meet Few-Shot Segmentation
Computer Vision and Pattern Recognition (CVPR), 2023
Lanyun Zhu
Tianrun Chen
Deyi Ji
Jieping Ye
Jun Liu
VLM
599
88
0
28 Nov 2023
Not Just Learning from Others but Relying on Yourself: A New Perspective on Few-Shot Segmentation in Remote Sensing
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Hanbo Bi
Yingchao Feng
Zhiyuan Yan
Yongqiang Mao
Wenhui Diao
Hongqi Wang
Xian Sun
154
31
0
19 Oct 2023
Towards Robust Few-shot Point Cloud Semantic Segmentation
British Machine Vision Conference (BMVC), 2023
Yating Xu
Na Zhao
Gim Hee Lee
3DPC
236
5
0
20 Sep 2023
Generalized Few-Shot Point Cloud Segmentation Via Geometric Words
IEEE International Conference on Computer Vision (ICCV), 2023
Yating Xu
Conghui Hu
Na Zhao
Gim Hee Lee
3DPC
308
17
0
20 Sep 2023
Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation
IEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2023
Yazhou Zhu
Shidong Wang
Tong Xin
Zheng Zhang
Haofeng Zhang
301
33
0
20 Sep 2023
Masked Cross-image Encoding for Few-shot Segmentation
IEEE International Conference on Multimedia and Expo (ICME), 2023
Wenbo Xu
Huaxi Huang
Mingg-Ming Cheng
Litao Yu
Qiang Wu
Jian Zhang
305
9
0
22 Aug 2023
Visual and Textual Prior Guided Mask Assemble for Few-Shot Segmentation and Beyond
IEEE transactions on multimedia (IEEE TMM), 2023
Chen Shuai
Meng Fanman
Runtong Zhang
Heqian Qiu
Hongliang Li
Wu Qingbo
Xu Linfeng
VLM
248
36
0
15 Aug 2023
Boosting Few-shot 3D Point Cloud Segmentation via Query-Guided Enhancement
ACM Multimedia (ACM MM), 2023
Zhen-Hu Ning
Zhuotao Tian
Guangming Lu
Wenjie Pei
3DPC
306
33
0
06 Aug 2023
Few-shot Class-Incremental Semantic Segmentation via Pseudo-Labeling and Knowledge Distillation
Chen Jiang
Tao Wang
Sien Li
Jinyang Wang
Shirui Wang
Antonios Antoniou
CLL
177
5
0
05 Aug 2023
Holistic Prototype Attention Network for Few-Shot VOS
Yin Tang
Tao Chen
XiRuo Jiang
Yazhou Yao
G. Xie
Hengtao Shen
VOS
216
2
0
16 Jul 2023
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