Feature Weighting and Boosting for Few-Shot Segmentation

28 September 2019

Papers citing "Feature Weighting and Boosting for Few-Shot Segmentation"

50 / 180 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 69 0 0 30 Apr 2025
DINOv2-powered Few-Shot Semantic Segmentation: A Unified Framework via Cross-Model Distillation and 4D Correlation Mining Wei Zhuo Zhiyue Tang Wufeng Xue Hao Ding Linlin Shen 27 0 0 22 Apr 2025
Few-Shot Referring Video Single- and Multi-Object Segmentation via Cross-Modal Affinity with Instance Sequence Matching Heng Liu Guanghui Li Mingqi Gao Xiantong Zhen Feng Zheng Y. Wang VOS 48 0 0 18 Apr 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 51 0 0 16 Apr 2025
Vision-Language Model for Object Detection and Segmentation: A Review and Evaluation Yongchao Feng Yajie Liu Shuai Yang Wenrui Cai J. Zhang ... Jiahui Lv Z. Liu Tengyuan Shi Qingjie Liu Y. Wang MLLM VLM 63 1 0 13 Apr 2025
MARS: a Multimodal Alignment and Ranking System for Few-Shot Segmentation Nico Catalano Stefano Samele Paolo Pertino Matteo Matteucci 3DPC 50 0 0 10 Apr 2025
CMaP-SAM: Contraction Mapping Prior for SAM-driven Few-shot Segmentation Shuai Chen Fanman Meng Haoran Wei Chenhao Wu Q. Wu Linfeng Xu H. Li 30 0 0 07 Apr 2025
Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency Relearning Zixuan Zheng Yilei Shi Chunlei Li Jingliang Hu Xiao Xiang Zhu Lichao Mou 45 0 0 19 Mar 2025
DSV-LFS: Unifying LLM-Driven Semantic Cues with Visual Features for Robust Few-Shot Segmentation Amin Karimi Charalambos Poullis VLM 49 0 0 06 Mar 2025
Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation S. Park Subeen Lee Hyun Seok Seong Jaejoon Yoo Jae-Pil Heo 37 1 0 03 Jan 2025
MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided Prototyping Amirreza Fateh Mohammad Reza Mohammadi Mohammad Reza Jahed Motlagh ViT 72 5 0 31 Dec 2024
Enhancing Generalized Few-Shot Semantic Segmentation via Effective Knowledge Transfer Xinyue Chen Miaojing Shi Zijian Zhou Lianghua He Sophia Tsoka 70 0 0 20 Dec 2024
SAMIC: Segment Anything with In-Context Spatial Prompt Engineering S. Nagendra Kashif Rashid Chaopeng Shen Daniel Kifer VLM 71 2 0 16 Dec 2024
Bridge the Points: Graph-based Few-shot Segment Anything Semantically Anqi Zhang Guangyu Gao Jianbo Jiao C. Liu Yunchao Wei VLM 31 3 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 33 6 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 36 3 0 03 Oct 2024
Hybrid Mamba for Few-Shot Segmentation Qianxiong Xu Xuanyi Liu Lanyun Zhu Guosheng Lin Cheng Long Ziyue Li Rui Zhao Mamba 33 3 0 29 Sep 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 32 4 0 26 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 34 3 0 16 Sep 2024
Small Object Few-shot Segmentation for Vision-based Industrial Inspection Zilong Zhang Chang Niu Yi Lin Jingchi Jiang Xuefeng Chen 36 1 0 31 Jul 2024
Symmetrical Joint Learning Support-query Prototypes for Few-shot Segmentation Qun Li Baoquan Sun Fu Xiao Yonggang Qi B. Bhanu 45 0 0 27 Jul 2024
BIV-Priv-Seg: Locating Private Content in Images Taken by People With Visual Impairments Yu-Yun Tseng Tanusree Sharma Lotus Zhang Abigale Stangl Leah Findlater Yang Wang Danna Gurari 66 0 0 25 Jul 2024
No Re-Train, More Gain: Upgrading Backbones with Diffusion model for Pixel-Wise and Weakly-Supervised Few-Shot Segmentation Shuai Chen Fanman Meng Chenhao Wu Haoran Wei Runtong Zhang Qingbo Wu Linfeng Xu Hongliang Li 28 0 0 23 Jul 2024
Privacy-Preserving Adaptive Re-Identification without Image Transfer Hamza Rami Jhony H. Giraldo Nicolas Winckler Stéphane Lathuilière 24 0 0 17 Jul 2024
Eliminating Feature Ambiguity for Few-Shot Segmentation Qianxiong Xu Guosheng Lin Chen Change Loy Cheng Long Ziyue Li Rui Zhao 27 2 0 13 Jul 2024
Swiss DINO: Efficient and Versatile Vision Framework for On-device Personal Object Search Kirill Paramonov Jia-Xing Zhong Umberto Michieli J. Moon Mete Ozay 42 2 0 10 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 24 2 0 02 Jul 2024
Memory-guided Network with Uncertainty-based Feature Augmentation for Few-shot Semantic Segmentation Xinyue Chen Miaojing Shi 31 0 0 01 Jun 2024
Learning Robust Correlation with Foundation Model for Weakly-Supervised Few-Shot Segmentation Xinyang Huang Chuanglu Zhu Kebin Liu Ruiying Ren Shengjie Liu 33 2 0 30 May 2024
Embedding Generalized Semantic Knowledge into Few-Shot Remote Sensing Segmentation Yuyu Jia Wei Huang Junyu Gao Qi. Wang Qiang Li 36 3 0 22 May 2024
PerSense: Personalized Instance Segmentation in Dense Images Muhammad Ibraheem Siddiqui Muhammad Umer Sheikh Hassan Abid Muhammad Haris Khan VLM 59 0 0 22 May 2024
NubbleDrop: A Simple Way to Improve Matching Strategy for Prompted One-Shot Segmentation Zhiyu Xu Qingliang Chen 24 0 0 19 May 2024
Image to Pseudo-Episode: Boosting Few-Shot Segmentation by Unlabeled Data Jie M. Zhang Yuhan Li Yude Wang Stephen Lin Shiguang Shan 27 0 0 14 May 2024
Rethinking Prior Information Generation with CLIP for Few-Shot Segmentation Jin Wang Bingfeng Zhang Jian Pang Honglong Chen Weifeng Liu VLM 29 6 0 14 May 2024
Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation Jiapeng Su Qi Fan Guangming Lu Fanglin Chen Wenjie Pei 29 5 0 16 Apr 2024
Query-guided Prototype Evolution Network for Few-Shot Segmentation Runmin Cong Hang Xiong Jinpeng Chen Wei Zhang Qingming Huang Yao Zhao 54 13 0 11 Mar 2024
Part-aware Personalized Segment Anything Model for Patient-Specific Segmentation Chenhui Zhao Liyue Shen VLM 32 3 0 08 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 49 31 0 27 Feb 2024
Outline-Guided Object Inpainting with Diffusion Models Markus Pobitzer Filip Janicki Mattia Rigotti C. Malossi DiffM 33 1 0 26 Feb 2024
Tyche: Stochastic In-Context Learning for Medical Image Segmentation Marianne Rakic Hallee E. Wong Jose Javier Gonzalez Ortiz Beth Cimini John Guttag Adrian V. Dalca 28 11 0 24 Jan 2024
A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models Reda Bensaid Vincent Gripon Franccois Leduc-Primeau Lukas Mauch G. B. Hacene Fabien Cardinaux VLM 31 7 0 20 Jan 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 15 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 19 3 0 18 Jan 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 23 5 0 16 Jan 2024
Task-Disruptive Background Suppression for Few-Shot Segmentation Suho Park Subeen Lee Sangeek Hyun Hyun Seok Seong Jae-Pil Heo 13 5 0 26 Dec 2023
Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement Jing Wang Jinagyun Li Chen Chen Yisi Zhang Haoran Shen Tianxiang Zhang VLM 34 11 0 25 Dec 2023
Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning Yanqi Ge Qiang Nie Ye Huang Yong-Jin Liu Chengjie Wang Feng Zheng Wen Li Lixin Duan CLL 19 8 0 19 Dec 2023
Background Clustering Pre-training for Few-shot Segmentation Zhimiao Yu Tiancheng Lin Yi Xu VLM 16 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 21 3 0 04 Dec 2023
Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation Yuan Wang Naisong Luo Tianzhu Zhang 30 11 0 29 Nov 2023