FSS-1000: A 1000-Class Dataset for Few-Shot Segmentation

29 July 2019

Xiang Li

Papers citing "FSS-1000: A 1000-Class Dataset for Few-Shot Segmentation"

50 / 137 papers shown

Title
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review Abdullah Tao Huang Ickjai Lee Euijoon Ahn MedIm 28 0 0 09 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 86 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 29 0 0 22 Apr 2025
Vision-Language Model for Object Detection and Segmentation: A Review and Evaluation Yongchao Feng Yajie Liu Shuai Yang Wenrui Cai Jingyang Zhang ... Jiahui Lv Ziqiang Liu Tengyuan Shi Qingjie Liu Yansen Wang MLLM VLM 68 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 53 0 0 10 Apr 2025
Studying Image Diffusion Features for Zero-Shot Video Object Segmentation Thanos Delatolas Vicky S. Kalogeiton Dim P. Papadopoulos DiffM VOS 57 1 0 07 Apr 2025
CMaP-SAM: Contraction Mapping Prior for SAM-driven Few-shot Segmentation Shuai Chen Fanman Meng Haoran Wei Chenhao Wu Qingbo Wu Linfeng Xu Haoyang Li 40 0 0 07 Apr 2025
The Devil is in Low-Level Features for Cross-Domain Few-Shot Segmentation Yuhan Liu Yixiong Zou Yuhua Li Ruixuan Li 50 0 0 27 Mar 2025
Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation Models Tongkun Liu Bing Li Xiao Jin Yupeng Shi Qiuying Li Xiang Wei 71 0 0 03 Feb 2025
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation Javier Gamazo Tejero Moritz Schmid Pablo Márquez-Neila M. Zinkernagel Sebastian Wolf Raphael Sznitman MedIm 44 0 0 12 Jan 2025
TAVP: Task-Adaptive Visual Prompt for Cross-domain Few-shot Segmentation Jiaqi Yang Ye Huang Jingxi Hu Xiangjian He Linlin Shen Guoping Qiu VLM 73 1 0 31 Dec 2024
SAMIC: Segment Anything with In-Context Spatial Prompt Engineering S. Nagendra Kashif Rashid Chaopeng Shen Daniel Kifer VLM 87 2 0 16 Dec 2024
Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation Jintao Tong Yixiong Zou Yuhua Li Ruixuan Li 35 4 0 29 Oct 2024
Bridge the Points: Graph-based Few-shot Segment Anything Semantically Anqi Zhang Guangyu Gao Jianbo Jiao C. Liu Yunchao Wei VLM 35 4 0 09 Oct 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 37 4 0 26 Sep 2024
OmniGen: Unified Image Generation Shitao Xiao Yueze Wang Yueze Wang Huaying Yuan Xingrun Xing Ruiran Yan Shuting Wang Tiejun Huang Zheng Liu DiffM VLM SyDa 64 66 0 17 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 47 3 0 16 Sep 2024
Leveraging Adaptive Implicit Representation Mapping for Ultra High-Resolution Image Segmentation Ziyu Zhao Xiaoguang Li Pingping Cai Canyu Zhang Song Wang 34 0 0 31 Jul 2024
Beyond Mask: Rethinking Guidance Types in Few-shot Segmentation Shijie Chang Youwei Pang Xiaoqi Zhao Lihe Zhang Huchuan Lu 50 1 0 16 Jul 2024
Learning Spatial-Semantic Features for Robust Video Object Segmentation Xin Li Deshui Miao Zhenyu He Yansen Wang Huchuan Lu Ming-Hsuan Yang VOS 61 4 0 10 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 61 25 0 28 Jun 2024
RobustSAM: Segment Anything Robustly on Degraded Images Wei-Ting Chen Yu-Jiet Vong Sy-Yen Kuo Sizhuo Ma Jian Wang VLM 56 10 0 13 Jun 2024
APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation Weizhao He Zhiyuan Liu Wei Zhuo Linlin Shen Jiaqi Yang Songhe Deng Liang Sun VLM 46 8 0 12 Jun 2024
2nd Place Solution for MOSE Track in CVPR 2024 PVUW workshop: Complex Video Object Segmentation Zhensong Xu Jiangtao Yao Chengjing Wu Ting Liu Luoqi Liu 23 1 0 12 Jun 2024
Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation Jiayi Chen Rong Quan Jie Qin 52 1 0 24 May 2024
PerSense: Personalized Instance Segmentation in Dense Images Muhammad Ibraheem Siddiqui Muhammad Umer Sheikh Hassan Abid Muhammad Haris Khan VLM 62 0 0 22 May 2024
NubbleDrop: A Simple Way to Improve Matching Strategy for Prompted One-Shot Segmentation Zhiyu Xu Qingliang Chen 35 0 0 19 May 2024
UniFS: Universal Few-shot Instance Perception with Point Representations Sheng Jin Ruijie Yao Lumin Xu Wentao Liu Chao Qian Ji Wu Ping Luo 53 2 0 30 Apr 2024
Group-On: Boosting One-Shot Segmentation with Supportive Query Hanjing Zhou Mingze Yin JinTai Chen Danny Chen Jian Wu VLM ISeg 48 1 0 18 Apr 2024
Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation Jiapeng Su Qi Fan Guangming Lu Fanglin Chen Wenjie Pei 44 6 0 16 Apr 2024
Spatial-Temporal Multi-level Association for Video Object Segmentation Deshui Miao Xin Li Zhenyu He Huchuan Lu Ming-Hsuan Yang VOS 36 0 0 09 Apr 2024
Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts Qin Liu Jaemin Cho Mohit Bansal Marc Niethammer VLM 38 10 0 31 Mar 2024
Part-aware Personalized Segment Anything Model for Patient-Specific Segmentation Chenhui Zhao Liyue Shen VLM 50 3 0 08 Mar 2024
Adapt Before Comparison: A New Perspective on Cross-Domain Few-Shot Segmentation Jonas Herzog SSeg 43 3 0 27 Feb 2024
Self-supervised Video Object Segmentation with Distillation Learning of Deformable Attention Quang-Trung Truong Duc Thanh Nguyen Binh-Son Hua Sai-Kit Yeung VOS 39 1 0 25 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 36 5 0 16 Jan 2024
Promoting Segment Anything Model towards Highly Accurate Dichotomous Image Segmentation Xianjie Liu Keren Fu Qijun Zhao Qijun Zhao VLM 37 1 0 30 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 42 17 0 25 Dec 2023
Flexible visual prompts for in-context learning in computer vision Thomas Foster Ioana Croitoru Robert Dorfman Christoffer Edlund Thomas Varsavsky Jon Almazán VLM VOS 37 0 0 11 Dec 2023
DARNet: Bridging Domain Gaps in Cross-Domain Few-Shot Segmentation with Dynamic Adaptation Haoran Fan Qi Fan Maurice Pagnucco Yang Song 28 3 0 08 Dec 2023
Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature Fields Shijie Zhou Haoran Chang Sicheng Jiang Zhiwen Fan Zehao Zhu Dejia Xu Pradyumna Chari Suya You Zhangyang Wang A. Kadambi 3DGS 57 162 0 06 Dec 2023
Few-shot Shape Recognition by Learning Deep Shape-aware Features Wenlong Shi Changsheng Lu Ming Shao Yinjie Zhang Si-Yu Xia Piotr Koniusz 61 2 0 03 Dec 2023
InstructSeq: Unifying Vision Tasks with Instruction-conditioned Multi-modal Sequence Generation Rongyao Fang Shilin Yan Zhaoyang Huang Jingqiu Zhou Hao Tian Jifeng Dai Hongsheng Li MLLM 53 8 0 30 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 28 6 0 24 Nov 2023
Putting the Object Back into Video Object Segmentation Ho Kei Cheng Seoung Wug Oh Brian Price Joon-Young Lee Alexander Schwing VOS 30 98 0 19 Oct 2023
Towards Training-free Open-world Segmentation via Image Prompt Foundation Models Lv Tang Peng-Tao Jiang Haoke Xiao Bo Li VLM 18 8 0 17 Oct 2023
InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists Yulu Gan Sungwoo Park Alexander Schubert Anthony Philippakis Ahmed Alaa VLM 44 22 0 30 Sep 2023
PanoVOS: Bridging Non-panoramic and Panoramic Views with Transformer for Video Segmentation Shilin Yan Xiaohao Xu Renrui Zhang Lingyi Hong Wenchao Chen Wenqiang Zhang Wei Zhang VOS 34 5 0 21 Sep 2023
Tracking Anything with Decoupled Video Segmentation Ho Kei Cheng Seoung Wug Oh Brian L. Price Alexander Schwing Joon-Young Lee VOS VLM 45 121 0 07 Sep 2023
Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning Yiming Zhang Tianang Leng Kun Han Xiaohui Xie 30 18 0 31 Aug 2023