Knowledge distillation with Segment Anything (SAM) model for Planetary Geological Mapping

12 May 2023

Papers citing "Knowledge distillation with Segment Anything (SAM) model for Planetary Geological Mapping"

20 / 20 papers shown

Title
Applications of Knowledge Distillation in Remote Sensing: A Survey Yassine Himeur N. Aburaed O. Elharrouss Iraklis Varlamis Shadi Atalla W. Mansoor Hussain Al Ahmad 29 4 0 18 Sep 2024
Detecting Wildfires on UAVs with Real-time Segmentation Trained by Larger Teacher Models Julius Pesonen T. Hakala V. Karjalainen Niko Koivumaki L. Markelin A.-M. Raita-Hakola J. Suomalainen Ilkka Polonen E. Honkavaara 32 1 0 19 Aug 2024
DINOv2 Rocks Geological Image Analysis: Classification, Segmentation, and Interpretability Florent Brondolo Samuel Beaussant AI4CE 24 0 0 25 Jul 2024
SAM-EG: Segment Anything Model with Egde Guidance framework for efficient Polyp Segmentation Quoc-Huy Trinh Hai-Dang Nguyen Bao-Tram Nguyen Ngoc Debesh Jha Ulas Bagci Minh-Triet Tran MedIm 35 3 0 21 Jun 2024
ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model Song Zhang Qingzhong Wang Junyi Liu Haoyi Xiong 42 1 0 16 Jun 2024
ClassWise-SAM-Adapter: Parameter Efficient Fine-tuning Adapts Segment Anything to SAR Domain for Semantic Segmentation Xinyang Pu He Jia Linghao Zheng Feng Wang Feng Xu 19 0 0 04 Jan 2024
SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object and Boundary Constraints Xianping Ma Qianqian Wu Xingyu Zhao Xiaokang Zhang Man-On Pun Bo Huang 29 42 0 05 Dec 2023
Where to Begin? From Random to Foundation Model Instructed Initialization in Federated Learning for Medical Image Segmentation Ming Li Guang Yang FedML 13 2 0 27 Nov 2023
Using Global Land Cover Product as Prompt for Cropland Mapping via Visual Foundation Model Chao Tao Aoran Hu Rong Xiao Haifeng Li Yuze Wang AI4CE VLM 17 1 0 16 Oct 2023
Industrial Segment Anything -- a Case Study in Aircraft Manufacturing, Intralogistics, Maintenance, Repair, and Overhaul Keno Moenck Arne Wendt Philipp Prünte Julian Koch Arne Sahrhage ... Falko Kähler Dirk Holst Martin Gomse Thorsten Schuppstuhl Daniel Schoepflin VLM 26 6 0 24 Jul 2023
RefSAM: Efficiently Adapting Segmenting Anything Model for Referring Video Object Segmentation Yonglin Li Jing Zhang Xiao Teng Long Lan VOS VLM 19 17 0 03 Jul 2023
Review of Large Vision Models and Visual Prompt Engineering Jiaqi Wang Zheng Liu Lin Zhao Zihao Wu Chong Ma ... Bao Ge Yixuan Yuan Dinggang Shen Tianming Liu Shu Zhang VLM LRM 51 145 0 03 Jul 2023
When SAM Meets Sonar Images Lin Wang Xiufen Ye Liqiang Zhu Weijie Wu Jianguo Zhang Huiming Xing Chao Hu VLM 16 15 0 25 Jun 2023
A Comprehensive Survey on Segment Anything Model for Vision and Beyond Chunhui Zhang Li Liu Yawen Cui Guanjie Huang Weilin Lin Yiqian Yang Yuehong Hu VLM 32 89 0 14 May 2023
A Survey on Segment Anything Model (SAM): Vision Foundation Model Meets Prompt Engineering Chaoning Zhang Fachrina Dewi Puspitasari Sheng Zheng Chenghao Li Yu Qiao ... Caiyan Qin François Rameau Lik-Hang Lee Sung-Ho Bae Choong Seon Hong VLM 76 62 0 12 May 2023
SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model Di Wang Jing Zhang Bo Du Minqiang Xu Lin Liu Dacheng Tao L. Zhang 114 69 0 03 May 2023
Segment anything, from space? Simiao Ren Francesco Luzi Saad Lahrichi Kaleb Kassaw L. Collins Kyle Bradbury Jordan M. Malof VLM 24 43 0 25 Apr 2023
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,764 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 293 3,683 0 11 Feb 2021
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 124 7,319 0 05 Jun 2015