VRP-SAM: SAM with Visual Reference Prompt

27 February 2024

Errui Ding

Jingdong Wang

Zechao Li

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Papers citing "VRP-SAM: SAM with Visual Reference Prompt"

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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
RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Ruiqi Wang Hao Zhang VLM 52 0 0 03 May 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 25 0 0 22 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 42 0 0 16 Apr 2025
MARS: a Multimodal Alignment and Ranking System for Few-Shot Segmentation Nico Catalano Stefano Samele Paolo Pertino Matteo Matteucci 3DPC 45 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 28 0 0 07 Apr 2025
Show and Segment: Universal Medical Image Segmentation via In-Context Learning Yunhe Gao Di Liu Zhuowei Li Y. Li Dongdong Chen Mu Zhou Dimitris N. Metaxas VLM 45 0 0 25 Mar 2025
Visual Position Prompt for MLLM based Visual Grounding Wei Tang Yanpeng Sun Qinying Gu Zechao Li VLM 45 0 0 19 Mar 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 37 7 0 23 Jan 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 32 1 0 03 Jan 2025
AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic Segmentation Jiaqi Ma Guo-Sen Xie Fang Zhao Zechao Li 32 0 0 23 Dec 2024
EchoONE: Segmenting Multiple echocardiography Planes in One Model Jiongtong Hu Wei Zhuo Jun Cheng Yingying Liu Wufeng Xue Dong Ni 87 1 0 04 Dec 2024
Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning Hui-Yue Yang Hui Chen Ao Wang Kai Chen Zijia Lin Yongliang Tang Pengcheng Gao Yuming Quan J. Han Guiguang Ding VLM 70 2 0 26 Nov 2024
There is no SAMantics! Exploring SAM as a Backbone for Visual Understanding Tasks Miguel Espinosa Chenhongyi Yang Linus Ericsson Steven G. McDonagh Elliot J. Crowley VLM 63 0 0 22 Nov 2024
Segment Any Class (SAC): Multi-Class Few-Shot Semantic Segmentation via Class Region Proposals Hussni Mohd Zakir Eric Tatt Wei Ho VLM 59 0 0 21 Nov 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
SSFam: Scribble Supervised Salient Object Detection Family Zhengyi Liu Sheng Deng Xinrui Wang Linbo Wang Xianyong Fang Bin Tang 38 1 0 07 Sep 2024
Adapting Segment Anything Model to Multi-modal Salient Object Detection with Semantic Feature Fusion Guidance Kunpeng Wang Danying Lin Chenglong Li Zhengzheng Tu Bin Luo 27 0 0 27 Aug 2024
Image Segmentation in Foundation Model Era: A Survey Tianfei Zhou Fei Zhang Boyu Chang Wenguan Wang Ye Yuan E. Konukoglu Daniel Cremers VLM 40 4 0 23 Aug 2024
Depth-guided Texture Diffusion for Image Semantic Segmentation Wei Sun Yuan Li Qixiang Ye Jianbin Jiao Yanzhao Zhou DiffM MDE 26 0 0 17 Aug 2024
One Shot is Enough for Sequential Infrared Small Target Segmentation Bingbing Dan Meihui Li Tao Tang Jing Zhang 23 0 0 09 Aug 2024
Small Object Few-shot Segmentation for Vision-based Industrial Inspection Zilong Zhang Chang Niu Yi Lin Jingchi Jiang Xuefeng Chen 24 1 0 31 Jul 2024
EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model Yuxuan Zhang Tianheng Cheng Lianghui Zhu Lei Liu Heng Liu Longjin Ran Xiaoxin Chen Xiaoxin Chen Wenyu Liu Xinggang Wang VLM 51 24 0 28 Jun 2024
Tokenize Anything via Prompting Ting Pan Lulu Tang Xinlong Wang Shiguang Shan VLM 18 22 0 14 Dec 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 86 82 0 22 May 2023
Edit Everything: A Text-Guided Generative System for Images Editing Defeng Xie Ruichen Wang Jiancang Ma Chen Chen H. Lu D. Yang Fobo Shi Xiaodong Lin DiffM 80 31 0 27 Apr 2023
Exploring Effective Factors for Improving Visual In-Context Learning Yanpeng Sun Qiang Chen Jian Wang Jingdong Wang Zechao Li LRM VLM 43 24 0 10 Apr 2023
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation Bohao Peng Zhuotao Tian Xiaoyang Wu Chenyao Wang Shu Liu Jingyong Su Jiaya Jia 42 71 0 26 Mar 2023
Dense Gaussian Processes for Few-Shot Segmentation Joakim Johnander Johan Edstedt M. Felsberg F. Khan Martin Danelljan 59 29 0 07 Oct 2021
Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer Zhihe Lu Sen He Xiatian Zhu Li Zhang Yi-Zhe Song Tao Xiang ViT 164 171 0 06 Aug 2021
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 169 186 0 11 Dec 2020
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014