Segment Anything Model (SAM) 部分报告汇总

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原始论文：

• [link] [code] [April 5] [SAM]
  Segment Anything

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• [link] [code] [Apr 9]
  Segment Anything Model (SAM) for Digital Pathology: Assess Zero-shot Segmentation on Whole Slide Imaging
  SAM在WSI图像上的实验

• [link] [code] [Apr 10]
  Can SAM Segment Anything? When SAM Meets Camouflaged Object Detection
  SAM在伪装目标检测上的实验

• [link] [code] [Apr 12]
  SAM Struggles in Concealed Scenes – Empirical Study on “Segment Anything”
  SAM在更多伪装任务以及医学任务(息肉分割，脑肿瘤分割)的实验

• [link] [code] [Apr 12] [$✓$]
  Segment Anything Is Not Always Perfect: An Investigation of SAM on Different Real-world Applications
  SAM在更多现实分割任务(显著/伪装检测，医学分割，工业异常检测，遥感)的实验

• [link] [code] [Apr 13] [$✓$]
  Inpaint Anything: Segment Anything Meets Image Inpainting
  SAM与下游inpainting任务结合

• [link] [code] [Apr 15]
  Can SAM Segment Polyps
  SAM在息肉分割上的实验

• [link] [code] [Apr 17]
  When SAM Meets Medical Images: An Investigation of Segment Anything Model (SAM) on Multi-phase Liver Tumor Segmentation
  SAM在肝分割上的实验

• [link] [code] [Apr 18]
  Accuracy of Segment-Anything Model (SAM) in medical image segmentation tasks
  SAM在一些医学任务上的实验

• [link] [code] [Apr 18] [$✓$]
  SAM Fails to Segment Anything? – SAM-Adapter: Adapting SAM in Underperformed Scenes: Camouflage, Shadow, and More
  如何finetune SAM

• [link] [code] [Apr 21]
  Can SAM Count Anything? An Empirical Study on SAM Counting
  SAM在counting任务上的实验

• [link] [code] [Apr 22] [$✓$]
  Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model
  SAM作为数据增强的手段

• [link] [code] [Apr 24] [$✓$]
  Segment Anything in Medical Images
  SAM+Box+Finetune以进行医学分割

• [link] [code] [Apr 25]
  Segment anything, from space?
  SAM在遥感任务上的实验

• [link] [code] [Apr 25]
  Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation
  SAM+Prompt+Lora以进行医学分割

• [link] [code] [Apr 25]
  Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medical Segmentation
  SAM在一些医学任务上的实验

• [link] [code] [Apr 25]
  Application of Segment Anything Model for Civil Infrastructure Defect Assessment
  SAM在裂缝检测上的实验

• [link] [code] [Apr 25]
  Segment Anything in 3D with NeRFs
  SAM在NeRF上的实验

• [link] [code] [Apr 26] [$✓$]
  Learnable Ophthalmology SAM
  SAM+Prompt在眼底上的实验

• [link] [code] [Apr 26] [$✓$]
  Customized Segment Anything Model for Medical Image Segmentation
  SAM+LoRA在医学上的实验

• [link] [code] [Apr 28]
  SAM Meets Robotic Surgery: An Empirical Study in Robustness Perspective
  SAM在手术器械分割上的实验

• [link] [code] [Apr 28]
  SAM on Medical Images: A Comprehensive Study on Three Prompt Modes
  SAM在不同prompt下的性能比较

• [link] [code] [Apr 28]
  Exploring the Zero-Shot Capabilities of the Segment Anything Model (SAM) in 2D Medical Imaging: A Comprehensive Evaluation and Practical Guideline
  SAM在医学任务上的实验

• [link] [code] [Apr 29]
  Polyp-SAM: Transfer SAM for Polyp Segmentation
  Finetune SAM以获得SOTA性能

• [link] [code] [Apr 29]
  Segment Anything Model (SAM) Meets Glass: Mirror and Transparent Objects Cannot Be Easily Detected
  SAM在透明物体/玻璃上的实验

• [link] [code] [May 1]
  Attack-SAM: Towards Evaluating Adversarial Robustness of Segment Anything Model
  SAM与对抗攻击

• [link] [code] [May 2]
  An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation Problems
  SAM与弱监督语义分割

• [link] [code] [May 3]
  AV-SAM: Segment Anything Model Meets Audio-Visual Localization and Segmentation
  SAM在Audio-Visual Localization上的实验

• [link] [code] [May 4] [$✓$]
  Personalize Segment Anything Model with One Shot
  One Shot SAM

• [link] [code] [May 5] [$✓$]
  How Segment Anything Model (SAM) Boost Medical Image Segmentation?
  SAM在医学领域的综述

• [link] [code] [May 9]
  Segment Anything Model (SAM) Enhanced Pseudo Labels for Weakly Supervised Semantic Segmentation
  SAM用于增强弱监督分割

• [link] [code] [May 10]
  An Empirical Study on the Robustness of the Segment Anything Model (SAM)
  SAM对图像扰动的鲁棒性

• [link] [code] [May 11]
  Can SAM Boost Video Super-Resolution?
  SAM与视频超分辨率