Title
WSI-SAM: Multi-resolution Segment Anything Model (SAM) for histopathology whole-slide images Hong Liu Haosen Yang P. Diest J. Pluim M. Veta VLM 40 6 0 14 Mar 2024
SAM-Lightening: A Lightweight Segment Anything Model with Dilated Flash Attention to Achieve 30 times Acceleration Yanfei Song Bangzheng Pu Peng Wang Hongxu Jiang Dong Dong Yongxiang Cao Yiqing Shen VLM 38 12 0 14 Mar 2024
SAMDA: Leveraging SAM on Few-Shot Domain Adaptation for Electronic Microscopy Segmentation Yiran Wang Li Xiao MedIm 34 2 0 12 Mar 2024
ProMISe: Promptable Medical Image Segmentation using SAM Jinfeng Wang Sifan Song Xinkun Wang Yiyi Wang Yiyi Miao Jionglong Su S. Kevin Zhou MedIm 43 1 0 07 Mar 2024
FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation Li Lin Yixiang Liu Jiewei Wu Pujin Cheng Zhiyuan Cai Kenneth K. Y. Wong Xiaoying Tang FedML 34 6 0 27 Feb 2024
Segment anything model for head and neck tumor segmentation with CT, PET and MRI multi-modality images Jintao Ren Mathis Rasmussen Jasper Nijkamp J. G. Eriksen Stine Korreman 19 3 0 27 Feb 2024
UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images Zhen Chen Qing Xu Xinyu Liu Yixuan Yuan MedIm 34 15 0 26 Feb 2024
CAT-SAM: Conditional Tuning for Few-Shot Adaptation of Segment Anything Model Aoran Xiao Weihao Xuan Heli Qi Yun Xing Ruijie Ren Xiaoqin Zhang Ling Shao Shijian Lu VLM MLLM 43 10 0 06 Feb 2024
Hi-SAM: Marrying Segment Anything Model for Hierarchical Text Segmentation Maoyuan Ye Jing Zhang Juhua Liu Chenyu Liu Baocai Yin Cong Liu Bo Du Dacheng Tao VLM 37 11 0 31 Jan 2024
ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image Segmentation Y. Liu L. Lin K. Wong X. Tang 30 2 0 25 Jan 2024
TriSAM: Tri-Plane SAM for zero-shot cortical blood vessel segmentation in VEM images Jia Wan Wanhua Li Jason Ken Adhinarta Atmadeep Banerjee Evelina Sjostedt Jingpeng Wu J. Lichtman Hanspeter Pfister D. Wei 34 6 0 25 Jan 2024
Developing ChatGPT for Biology and Medicine: A Complete Review of Biomedical Question Answering Qing Li Lei Li Yu Li LM&MA AI4MH 41 6 0 15 Jan 2024
Segment Anything Model for Medical Image Segmentation: Current Applications and Future Directions Yichi Zhang Zhenrong Shen Rushi Jiao VLM MedIm 28 114 0 07 Jan 2024
PnPNet: Pull-and-Push Networks for Volumetric Segmentation with Boundary Confusion Xin You Ming Ding Minghui Zhang Hanxiao Zhang Yi Yu Jie-jin Yang Yun Gu 46 1 0 13 Dec 2023
ASLseg: Adapting SAM in the Loop for Semi-supervised Liver Tumor Segmentation Shiyun Chen Li Lin Pujin Cheng Xiaoying Tang MedIm 27 5 0 13 Dec 2023
I-MedSAM: Implicit Medical Image Segmentation with Segment Anything Xiaobao Wei Jiajun Cao Yizhu Jin Ming Lu Guangyu Wang Shanghang Zhang VLM 50 10 0 28 Nov 2023
Where to Begin? From Random to Foundation Model Instructed Initialization in Federated Learning for Medical Image Segmentation Ming Li Guang Yang FedML 18 2 0 27 Nov 2023
A Foundation Model for General Moving Object Segmentation in Medical Images Zhongnuo Yan Tong Han Yuhao Huang Lian Liu Han Zhou Jiongquan Chen Wenlong Shi Yan Cao Xin Yang Dong Ni MedIm 17 3 0 29 Sep 2023
Segment Anything Model for Medical Images? Yuhao Huang Yitian Zhao Lei Mou Huazhu Fu Ao Chang ... Lei Li Vicente Grau M. Akiba Fajin Dong Jiang-Dong Liu VLM 80 40 0 28 Apr 2023
Customized Segment Anything Model for Medical Image Segmentation Kaiwen Zhang Dong Liu MedIm VLM 106 287 0 26 Apr 2023
DualStreamFoveaNet: A Dual Stream Fusion Architecture with Anatomical Awareness for Robust Fovea Localization Sifan Song Jinfeng Wang Zilong Wang Jionglong Su Xiucai Ding K. Dang MedIm 27 0 0 14 Feb 2023
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 326 5,785 0 29 Apr 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,781 0 24 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 310 3,708 0 11 Feb 2021