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2012.10715
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Multi-Label Noise Robust Collaborative Learning for Remote Sensing Image Classification
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
19 December 2020
A. Aksoy
Mahdyar Ravanbakhsh
Begüm Demir
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Papers citing
"Multi-Label Noise Robust Collaborative Learning for Remote Sensing Image Classification"
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Adaptive Gradient Calibration for Single-Positive Multi-Label Learning in Remote Sensing Image Scene Classification
Chenying Liu
Gianmarco Perantoni
Lorenzo Bruzzone
Xiao Xiang Zhu
160
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0
09 Oct 2025
ATM-Net: Anatomy-Aware Text-Guided Multi-Modal Fusion for Fine-Grained Lumbar Spine Segmentation
Sheng Lian
Dengfeng Pan
Jianlong Cai
Guang-Yong Chen
Zhun Zhong
Shaozi Li
Shen Zhao
Shuo Li
345
5
0
04 Apr 2025
A Multi-Modal Federated Learning Framework for Remote Sensing Image Classification
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025
Barış Büyüktaş
Gencer Sumbul
Tim Siebert
371
1
0
13 Mar 2025
AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation
Chenying Liu
C. Albrecht
Yi Wang
Qingyu Li
Xiao Xiang Zhu
VLM
289
17
0
03 Mar 2024
Better, Not Just More: Data-Centric Machine Learning for Earth Observation
IEEE Geoscience and Remote Sensing Magazine (GRSM), 2023
R. Roscher
M. Rußwurm
Caroline Gevaert
Michael C. Kampffmeyer
J. A. dos Santos
...
Ronny Hansch
Stine Hansen
Keiller Nogueira
Jonathan Prexl
D. Tuia
565
29
0
08 Dec 2023
CtxMIM: Context-Enhanced Masked Image Modeling for Remote Sensing Image Understanding
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) (TOMM), 2023
Mingming Zhang
Qingjie Liu
Yunhong Wang
488
14
0
28 Sep 2023
Label Noise Robust Image Representation Learning based on Supervised Variational Autoencoders in Remote Sensing
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2023
Gencer Sumbul
Begüm Demir
NoLa
199
3
0
14 Jun 2023
A Robust Multilabel Method Integrating Rule-based Transparent Model, Soft Label Correlation Learning and Label Noise Resistance
IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), 2023
Qiongdan Lou
Zhaohong Deng
K. Choi
Shitong Wang
361
5
0
09 Jan 2023
Generative Reasoning Integrated Label Noise Robust Deep Image Representation Learning
IEEE Transactions on Image Processing (IEEE TIP), 2022
Gencer Sumbul
Begüm Demir
344
12
0
02 Dec 2022
On the Effects of Different Types of Label Noise in Multi-Label Remote Sensing Image Classification
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Tom Burgert
Mahdyar Ravanbakhsh
Begüm Demir
NoLa
279
31
0
28 Jul 2022
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