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Detecting Wildfires on UAVs with Real-time Segmentation Trained by Larger Teacher Models

19 August 2024

Papers citing "Detecting Wildfires on UAVs with Real-time Segmentation Trained by Larger Teacher Models"

29 / 29 papers shown

Title
Foundation Model Assisted Weakly Supervised Semantic Segmentation Xiaobo Yang Xiaojin Gong VLM 65 25 0 06 Dec 2023
Guided Prompting in SAM for Weakly Supervised Cell Segmentation in Histopathological Images Aayushi Tyagi Vaibhav Mishra AP Prathosh Mausam VLM 75 1 0 29 Nov 2023
Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation Models Zhaozheng Chen Qianru Sun VLM 100 8 0 19 Oct 2023
Segment Anything in High Quality Lei Ke Mingqiao Ye Martin Danelljan Yifan Liu Yu-Wing Tai Chi-Keung Tang Feng Yu VLM 104 333 0 02 Jun 2023
Knowledge distillation with Segment Anything (SAM) model for Planetary Geological Mapping Sahib Julka Michael Granitzer 58 30 0 12 May 2023
BoxSnake: Polygonal Instance Segmentation with Box Supervision Rui Yang Lin Song Yixiao Ge Xiu Li ISeg 53 20 0 21 Mar 2023
Vision Transformers Are Good Mask Auto-Labelers Shiyi Lan Xitong Yang Zhiding Yu Zuxuan Wu J. Álvarez Anima Anandkumar ISeg ViT MedIm 53 19 0 10 Jan 2023
BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation Tianheng Cheng Xinggang Wang Shaoyu Chen Qian Zhang Wenyu Liu ISeg 59 47 0 11 Oct 2022
PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers Jiacong Xu Zixiang Xiong S. Bhattacharyya 62 255 0 04 Jun 2022
Cross-Image Relational Knowledge Distillation for Semantic Segmentation Chuanguang Yang Helong Zhou Zhulin An Xue Jiang Yong Xu Qian Zhang 112 176 0 14 Apr 2022
Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation Guanglei Yang Enrico Fini Dan Xu Paolo Rota Mingli Ding Moin Nabi Xavier Alameda-Pineda Elisa Ricci CLL 56 65 0 26 Mar 2022
Efficient Medical Image Segmentation Based on Knowledge Distillation Dian Qin Jiajun Bu Zhe Liu Xin Shen Sheng Zhou Jingjun Gu Zhihong Wang Lei Wu Hui-Fen Dai 56 129 0 23 Aug 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 450 21,439 0 25 Mar 2021
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 929 29,436 0 26 Feb 2021
Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset Alireza Shamsoshoara Fatemeh Afghah Abolfazl Razi Liming Zheng Peter Z Fulé Erik P. Blasch 50 236 0 28 Dec 2020
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 657 41,103 0 22 Oct 2020
Gated-SCNN: Gated Shape CNNs for Semantic Segmentation Towaki Takikawa David Acuna Varun Jampani Sanja Fidler 95 612 0 12 Jul 2019
Structured Knowledge Distillation for Dense Prediction Yifan Liu Chris Liu Jingdong Wang Zhenbo Luo 75 583 0 11 Mar 2019
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 128 2,203 0 02 Aug 2018
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 352 27,195 0 20 Mar 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 474 22,108 0 09 Dec 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 315 2,082 0 07 Jun 2016
Simple Does It: Weakly Supervised Instance and Semantic Segmentation Anna Khoreva Rodrigo Benenson J. Hosang Matthias Hein Bernt Schiele WSOD VLM ISeg 88 746 0 24 Mar 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 250 9,326 0 14 Dec 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 705 36,958 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 520 62,294 0 04 Jun 2015
BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation Jifeng Dai Kaiming He Jian Sun 188 1,045 0 05 Mar 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,667 0 01 May 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 289 26,193 0 11 Nov 2013