Balanced Multi-Task Attention for Satellite Image Classification: A Systematic Approach to Achieving 97.23% Accuracy on EuroSAT Without Pre-Training
Fuente:
arXiv
Guardado en:
| Autor principal: | Vir, Aditya |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Mapping of Land Use and Land Cover (LULC) using EuroSAT and Transfer Learning
por: Kunwar, Suman, et al.
Publicado: (2023)
por: Kunwar, Suman, et al.
Publicado: (2023)
Geo-EuroSAT: An Extended EuroSAT Dataset with Explicit Geographic Coordinate Embedding for Land Cover Classification
por: XIE, Xiaokui
Publicado: (2025)
por: XIE, Xiaokui
Publicado: (2025)
EpiMask: Leveraging Epipolar Distance Based Masks in Cross-Attention for Satellite Image Matching
por: Deshmukh, Rahul, et al.
Publicado: (2026)
por: Deshmukh, Rahul, et al.
Publicado: (2026)
Few-Shot Classification on EuroSAT Sentinel-2 Imagery
por: Fouilloux, Anne
Publicado: (2026)
por: Fouilloux, Anne
Publicado: (2026)
Online Anchor-based Training for Image Classification Tasks
por: Tzelepi, Maria, et al.
Publicado: (2024)
por: Tzelepi, Maria, et al.
Publicado: (2024)
L-MCAT: Unpaired Multimodal Transformer with Contrastive Attention for Label-Efficient Satellite Image Classification
por: Goswami, Mitul, et al.
Publicado: (2025)
por: Goswami, Mitul, et al.
Publicado: (2025)
TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction
por: Zhou, Zewei, et al.
Publicado: (2025)
por: Zhou, Zewei, et al.
Publicado: (2025)
MMCLIP: Cross-modal Attention Masked Modelling for Medical Language-Image Pre-Training
por: Wu, Biao, et al.
Publicado: (2024)
por: Wu, Biao, et al.
Publicado: (2024)
Revisiting Image Fusion for Multi-Illuminant White-Balance Correction
por: Serrano-Lozano, David, et al.
Publicado: (2025)
por: Serrano-Lozano, David, et al.
Publicado: (2025)
WildSAT: Learning Satellite Image Representations from Wildlife Observations
por: Daroya, Rangel, et al.
Publicado: (2024)
por: Daroya, Rangel, et al.
Publicado: (2024)
EuroSAT processed with quantum convolutional neural network
por: Sebastianelli, Alessandro
Publicado: (2023)
por: Sebastianelli, Alessandro
Publicado: (2023)
Graph Attention Transformer Network for Multi-Label Image Classification
por: Yuan, Jin, et al.
Publicado: (2022)
por: Yuan, Jin, et al.
Publicado: (2022)
Is Self-Supervised Pre-training on Satellite Imagery Better than ImageNet? A Systematic Study with Sentinel-2
por: Lahrichi, Saad, et al.
Publicado: (2025)
por: Lahrichi, Saad, et al.
Publicado: (2025)
Multi-Expert Adaptive Selection: Task-Balancing for All-in-One Image Restoration
por: Yu, Xiaoyan, et al.
Publicado: (2024)
por: Yu, Xiaoyan, et al.
Publicado: (2024)
Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery
por: Noman, Mubashir, et al.
Publicado: (2024)
por: Noman, Mubashir, et al.
Publicado: (2024)
Task-Oriented Pre-Training for Drivable Area Detection
por: Ma, Fulong, et al.
Publicado: (2024)
por: Ma, Fulong, et al.
Publicado: (2024)
Classification Done Right for Vision-Language Pre-Training
por: Huang, Zilong, et al.
Publicado: (2024)
por: Huang, Zilong, et al.
Publicado: (2024)
Image-Based Multi-Survey Classification of Light Curves with a Pre-Trained Vision Transformer
por: Moreno-Cartagena, Daniel, et al.
Publicado: (2025)
por: Moreno-Cartagena, Daniel, et al.
Publicado: (2025)
Rethinking Pre-Trained Feature Extractor Selection in Multiple Instance Learning for Whole Slide Image Classification
por: Wong, Bryan, et al.
Publicado: (2024)
por: Wong, Bryan, et al.
Publicado: (2024)
SITSMamba for Crop Classification based on Satellite Image Time Series
por: Qin, Xiaolei, et al.
Publicado: (2024)
por: Qin, Xiaolei, et al.
Publicado: (2024)
A Saccade-inspired Approach to Image Classification using Vision Transformer Attention Maps
por: Dallain, Matthis, et al.
Publicado: (2026)
por: Dallain, Matthis, et al.
Publicado: (2026)
Balancing Task-invariant Interaction and Task-specific Adaptation for Unified Image Fusion
por: Hu, Xingyu, et al.
Publicado: (2025)
por: Hu, Xingyu, et al.
Publicado: (2025)
LAMP: Learning Universal Adversarial Perturbations for Multi-Image Tasks via Pre-trained Models
por: Ishmam, Alvi Md, et al.
Publicado: (2026)
por: Ishmam, Alvi Md, et al.
Publicado: (2026)
Triplet-Watershed for Hyperspectral Image Classification
por: Challa, Aditya, et al.
Publicado: (2021)
por: Challa, Aditya, et al.
Publicado: (2021)
SAT: Selective Aggregation Transformer for Image Super-Resolution
por: Tran, Dinh Phu, et al.
Publicado: (2026)
por: Tran, Dinh Phu, et al.
Publicado: (2026)
Cosine-Normalized Attention for Hyperspectral Image Classification
por: Ahmad, Muhammad, et al.
Publicado: (2026)
por: Ahmad, Muhammad, et al.
Publicado: (2026)
TIDE: Achieving Balanced Subject-Driven Image Generation via Target-Instructed Diffusion Enhancement
por: Lin, Jibai, et al.
Publicado: (2025)
por: Lin, Jibai, et al.
Publicado: (2025)
Cross-Domain Evaluation of Few-Shot Classification Models: Natural Images vs. Histopathological Images
por: Sekhar, Ardhendu, et al.
Publicado: (2024)
por: Sekhar, Ardhendu, et al.
Publicado: (2024)
Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration
por: Hafner, Sebastian, et al.
Publicado: (2024)
por: Hafner, Sebastian, et al.
Publicado: (2024)
Enhancing Fitness Movement Recognition with Attention Mechanism and Pre-Trained Feature Extractors
por: Nishat, Shanjid Hasan, et al.
Publicado: (2025)
por: Nishat, Shanjid Hasan, et al.
Publicado: (2025)
A Training-Free Approach for Multi-ID Customization via Attention Adjustment and Spatial Control
por: Lin, Jiawei, et al.
Publicado: (2025)
por: Lin, Jiawei, et al.
Publicado: (2025)
Universal Image Restoration Pre-training via Degradation Classification
por: Hu, JiaKui, et al.
Publicado: (2025)
por: Hu, JiaKui, et al.
Publicado: (2025)
Multimodal Diffusion Bridge with Attention-Based SAR Fusion for Satellite Image Cloud Removal
por: Hu, Yuyang, et al.
Publicado: (2025)
por: Hu, Yuyang, et al.
Publicado: (2025)
AttenST: A Training-Free Attention-Driven Style Transfer Framework with Pre-Trained Diffusion Models
por: Huang, Bo, et al.
Publicado: (2025)
por: Huang, Bo, et al.
Publicado: (2025)
Deep Learning Meets Satellite Images -- An Evaluation on Handcrafted and Learning-based Features for Multi-date Satellite Stereo Images
por: Song, Shuang, et al.
Publicado: (2024)
por: Song, Shuang, et al.
Publicado: (2024)
Domain Adaptation for Multi-label Image Classification: a Discriminator-free Approach
por: Singh, Inder Pal, et al.
Publicado: (2025)
por: Singh, Inder Pal, et al.
Publicado: (2025)
FMDConv: Fast Multi-Attention Dynamic Convolution via Speed-Accuracy Trade-off
por: Zhang, Tianyu, et al.
Publicado: (2025)
por: Zhang, Tianyu, et al.
Publicado: (2025)
HarmoniDiff-RS: Training-Free Diffusion Harmonization for Satellite Image Composition
por: Zhuang, Xiaoqi, et al.
Publicado: (2026)
por: Zhuang, Xiaoqi, et al.
Publicado: (2026)
Zero-Training Task-Specific Model Synthesis for Few-Shot Medical Image Classification
por: Qin, Yao, et al.
Publicado: (2025)
por: Qin, Yao, et al.
Publicado: (2025)
HPix: Generating Vector Maps from Satellite Images
por: Taparia, Aditya, et al.
Publicado: (2024)
por: Taparia, Aditya, et al.
Publicado: (2024)
Ejemplares similares
-
Mapping of Land Use and Land Cover (LULC) using EuroSAT and Transfer Learning
por: Kunwar, Suman, et al.
Publicado: (2023) -
Geo-EuroSAT: An Extended EuroSAT Dataset with Explicit Geographic Coordinate Embedding for Land Cover Classification
por: XIE, Xiaokui
Publicado: (2025) -
EpiMask: Leveraging Epipolar Distance Based Masks in Cross-Attention for Satellite Image Matching
por: Deshmukh, Rahul, et al.
Publicado: (2026) -
Few-Shot Classification on EuroSAT Sentinel-2 Imagery
por: Fouilloux, Anne
Publicado: (2026) -
Online Anchor-based Training for Image Classification Tasks
por: Tzelepi, Maria, et al.
Publicado: (2024)