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

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

12 May 2023

Michael Granitzer

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

13 / 13 papers shown

Title
When SAM Meets Medical Images: An Investigation of Segment Anything Model (SAM) on Multi-phase Liver Tumor Segmentation Chuanfei Hu Tianyi Xia Shenghong Ju Xinde Li MedIm VLM 63 75 0 17 Apr 2023
Learning to "Segment Anything" in Thermal Infrared Images through Knowledge Distillation with a Large Scale Dataset SATIR Junzhang Chen X. Bai VLM 34 17 0 17 Apr 2023
SAM Struggles in Concealed Scenes -- Empirical Study on "Segment Anything" Ge-Peng Ji Deng-Ping Fan Peng Xu Ming-Ming Cheng Bowen Zhou Luc Van Gool 87 99 0 12 Apr 2023
Segment Anything Is Not Always Perfect: An Investigation of SAM on Different Real-world Applications Wei Ji Jingjing Li Qi Bi Tingwei Liu Wenbo Li Li Cheng LLMAG VLM AI4TS 112 188 0 12 Apr 2023
Can SAM Segment Anything? When SAM Meets Camouflaged Object Detection Lv Tang Haoke Xiao Bo Li 60 114 0 10 Apr 2023
Segment Anything A. Kirillov Eric Mintun Nikhila Ravi Hanzi Mao Chloe Rolland ... Spencer Whitehead Alexander C. Berg Wan-Yen Lo Piotr Dollár Ross B. Girshick MLLM VLM 368 7,381 0 05 Apr 2023
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? Chengwei Qin Aston Zhang Zhuosheng Zhang Jiaao Chen Michihiro Yasunaga Diyi Yang LM&MA AI4MH LRM ELM 160 700 0 08 Feb 2023
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 975 29,810 0 26 Feb 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 418 4,996 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 459 3,893 0 11 Feb 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 673 41,430 0 22 Oct 2020
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 162 2,982 0 09 Jun 2020
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 316 7,392 0 05 Jun 2015