Segment Anything Model (SAM) 部分报告汇总

原始论文：

[April 5] [SAM] Segment Anything

[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 [Apr 10] Can SAM Segment Anything? When SAM Meets Camouflaged Object Detection SAM在伪装目标检测上的实验 [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 [code] [Apr 12] [ ✓ checkmark ✓] 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 [Apr 13] [ ✓ checkmark ✓] Inpaint Anything: Segment Anything Meets Image Inpainting SAM与下游inpainting任务结合 [Apr 15] Can SAM Segment Polyps SAM在息肉分割上的实验 [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 [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 [Apr 18] [ ✓ checkmark ✓] SAM Fails to Segment Anything? – SAM-Adapter: Adapting SAM in Underperformed Scenes: Camouflage, Shadow, and More 如何finetune SAM [Apr 21] Can SAM Count Anything? An Empirical Study on SAM Counting SAM在counting任务上的实验 [Apr 22] [ ✓ checkmark ✓] Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model SAM作为数据增强的手段 [Apr 24] [ ✓ checkmark ✓] Segment Anything in Medical Images SAM+Box+Finetune以进行医学分割 [code] [Apr 25] Segment anything, from space? SAM在遥感任务上的实验 [Apr 25] Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation SAM+Prompt+Lora以进行医学分割 [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 [code] [Apr 25] Application of Segment Anything Model for Civil Infrastructure Defect Assessment SAM在裂缝检测上的实验 [code] [Apr 25] Segment Anything in 3D with NeRFs SAM在NeRF上的实验 [Apr 26] [ ✓ checkmark ✓] Learnable Ophthalmology SAM SAM+Prompt在眼底上的实验 [Apr 26] [ ✓ checkmark ✓] Customized Segment Anything Model for Medical Image Segmentation SAM+LoRA在医学上的实验 [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 [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 [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 [Apr 29] Polyp-SAM: Transfer SAM for Polyp Segmentation Finetune SAM以获得SOTA性能 [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 [May 1] Attack-SAM: Towards Evaluating Adversarial Robustness of Segment Anything Model SAM与对抗攻击 [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 [code] [May 3] AV-SAM: Segment Anything Model Meets Audio-Visual Localization and Segmentation SAM在Audio-Visual Localization上的实验 [May 4] [ ✓ checkmark ✓] Personalize Segment Anything Model with One Shot One Shot SAM [May 5] [ ✓ checkmark ✓] How Segment Anything Model (SAM) Boost Medical Image Segmentation? SAM在医学领域的综述 [May 9] Segment Anything Model (SAM) Enhanced Pseudo Labels for Weakly Supervised Semantic Segmentation SAM用于增强弱监督分割 [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 [code] [May 11] Can SAM Boost Video Super-Resolution? SAM与视频超分辨率