Curriculum Multi-Task Self-Supervision Improves Lightweight Architectures for Onboard Satellite Hyperspectral Image Segmentation
Fuente:
arXiv
Saved in:
| Main Authors: | Carlesso, Hugo, Mothe, Josiane, Ionescu, Radu Tudor |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
GeMix: Conditional GAN-Based Mixup for Improved Medical Image Augmentation
by: Carlesso, Hugo, et al.
Published: (2025)
by: Carlesso, Hugo, et al.
Published: (2025)
PQPP: A Joint Benchmark for Text-to-Image Prompt and Query Performance Prediction
by: Poesina, Eduard, et al.
Published: (2024)
by: Poesina, Eduard, et al.
Published: (2024)
CBM: Curriculum by Masking
by: Jarca, Andrei, et al.
Published: (2024)
by: Jarca, Andrei, et al.
Published: (2024)
Multi-Level Feature Distillation of Joint Teachers Trained on Distinct Image Datasets
by: Iordache, Adrian, et al.
Published: (2024)
by: Iordache, Adrian, et al.
Published: (2024)
Machine Unlearning in the Era of Quantum Machine Learning: An Empirical Study
by: Crivoi, Carla, et al.
Published: (2025)
by: Crivoi, Carla, et al.
Published: (2025)
Curriculum-DPO++: Direct Preference Optimization via Data and Model Curricula for Text-to-Image Generation
by: Croitoru, Florinel-Alin, et al.
Published: (2026)
by: Croitoru, Florinel-Alin, et al.
Published: (2026)
SegMate: Asymmetric Attention-Based Lightweight Architecture for Efficient Multi-Organ Segmentation
by: Bunea, Andrei-Alexandru, et al.
Published: (2026)
by: Bunea, Andrei-Alexandru, et al.
Published: (2026)
Curriculum Direct Preference Optimization for Diffusion and Consistency Models
by: Croitoru, Florinel-Alin, et al.
Published: (2024)
by: Croitoru, Florinel-Alin, et al.
Published: (2024)
MTL-MAD: Multi-Task Learners are Effective Medical Anomaly Detectors
by: Bercean, Bogdan Alexandru, et al.
Published: (2026)
by: Bercean, Bogdan Alexandru, et al.
Published: (2026)
CL-MAE: Curriculum-Learned Masked Autoencoders
by: Madan, Neelu, et al.
Published: (2023)
by: Madan, Neelu, et al.
Published: (2023)
Rethinking Satellite Image Restoration for Onboard AI: A Lightweight Learning-Based Approach
by: Dorise, Adrien, et al.
Published: (2026)
by: Dorise, Adrien, et al.
Published: (2026)
SlotMatch: Distilling Object-Centric Representations for Unsupervised Video Segmentation
by: Grigore, Diana-Nicoleta, et al.
Published: (2025)
by: Grigore, Diana-Nicoleta, et al.
Published: (2025)
Rip Current Segmentation: A Novel Benchmark and YOLOv8 Baseline Results
by: Dumitriu, Andrei, et al.
Published: (2025)
by: Dumitriu, Andrei, et al.
Published: (2025)
Masked Image Modeling: A Survey
by: Hondru, Vlad, et al.
Published: (2024)
by: Hondru, Vlad, et al.
Published: (2024)
Towards Methane Detection Onboard Satellites
by: Chen, Maggie, et al.
Published: (2025)
by: Chen, Maggie, et al.
Published: (2025)
Diffusion Models in Vision: A Survey
by: Croitoru, Florinel-Alin, et al.
Published: (2022)
by: Croitoru, Florinel-Alin, et al.
Published: (2022)
Towards Few-Call Model Stealing via Active Self-Paced Knowledge Distillation and Diffusion-Based Image Generation
by: Hondru, Vlad, et al.
Published: (2023)
by: Hondru, Vlad, et al.
Published: (2023)
RipVIS: Rip Currents Video Instance Segmentation Benchmark for Beach Monitoring and Safety
by: Dumitriu, Andrei, et al.
Published: (2025)
by: Dumitriu, Andrei, et al.
Published: (2025)
Semantic Segmentation in Satellite Hyperspectral Imagery by Deep Learning
by: Justo, Jon Alvarez, et al.
Published: (2023)
by: Justo, Jon Alvarez, et al.
Published: (2023)
Position Prediction Self-Supervised Learning for Multimodal Satellite Imagery Semantic Segmentation
by: Waithaka, John, et al.
Published: (2025)
by: Waithaka, John, et al.
Published: (2025)
ExDDV: A New Dataset for Explainable Deepfake Detection in Video
by: Hondru, Vlad, et al.
Published: (2025)
by: Hondru, Vlad, et al.
Published: (2025)
Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers
by: Grigore, Diana-Nicoleta, et al.
Published: (2024)
by: Grigore, Diana-Nicoleta, et al.
Published: (2024)
AMBER -- Advanced SegFormer for Multi-Band Image Segmentation: an application to Hyperspectral Imaging
by: Dosi, Andrea, et al.
Published: (2024)
by: Dosi, Andrea, et al.
Published: (2024)
FactoFormer: Factorized Hyperspectral Transformers with Self-Supervised Pretraining
by: Mohamed, Shaheer, et al.
Published: (2023)
by: Mohamed, Shaheer, et al.
Published: (2023)
Onboard-Targeted Segmentation of Straylight in Space Camera Sensors
by: Gallon, Riccardo, et al.
Published: (2026)
by: Gallon, Riccardo, et al.
Published: (2026)
Complementing Onboard Sensors with Satellite Map: A New Perspective for HD Map Construction
by: Gao, Wenjie, et al.
Published: (2023)
by: Gao, Wenjie, et al.
Published: (2023)
Learned Lightweight Smartphone ISP with Unpaired Data
by: Arhire, Andrei, et al.
Published: (2025)
by: Arhire, Andrei, et al.
Published: (2025)
A Self-Supervised Framework for Improved Generalisability in Ultrasound B-mode Image Segmentation
by: Ellis, Edward, et al.
Published: (2025)
by: Ellis, Edward, et al.
Published: (2025)
Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation
by: Singh, Pranav, et al.
Published: (2024)
by: Singh, Pranav, et al.
Published: (2024)
Lightweight Cloud Masking Models for On-Board Inference in Hyperspectral Imaging
by: Ali, Mazen, et al.
Published: (2025)
by: Ali, Mazen, et al.
Published: (2025)
MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation
by: Xiao, Zunjie, et al.
Published: (2024)
by: Xiao, Zunjie, et al.
Published: (2024)
SAR Object Detection with Self-Supervised Pretraining and Curriculum-Aware Sampling
by: Almalioglu, Yasin, et al.
Published: (2025)
by: Almalioglu, Yasin, et al.
Published: (2025)
Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and Classification
by: Singh, Pranav, et al.
Published: (2023)
by: Singh, Pranav, et al.
Published: (2023)
Curriculum Prompting Foundation Models for Medical Image Segmentation
by: Zheng, Xiuqi, et al.
Published: (2024)
by: Zheng, Xiuqi, et al.
Published: (2024)
Hyperspectral Imaging
by: Hong, Danfeng, et al.
Published: (2025)
by: Hong, Danfeng, et al.
Published: (2025)
MAVOS-DD: Multilingual Audio-Video Open-Set Deepfake Detection Benchmark
by: Croitoru, Florinel-Alin, et al.
Published: (2025)
by: Croitoru, Florinel-Alin, et al.
Published: (2025)
A Self-Supervised Method for Body Part Segmentation and Keypoint Detection of Rat Images
by: Kopácsi, László, et al.
Published: (2024)
by: Kopácsi, László, et al.
Published: (2024)
Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text
by: Jarca, Andrei, et al.
Published: (2025)
by: Jarca, Andrei, et al.
Published: (2025)
Semi-Supervised Multi-Task Learning for Interpretable Quality As- sessment of Fundus Images
by: Telesco, Lucas Gabriel, et al.
Published: (2025)
by: Telesco, Lucas Gabriel, et al.
Published: (2025)
Local Background Estimation for Improved Gas Plume Identification in Hyperspectral Images
by: Jarman, Scout, et al.
Published: (2024)
by: Jarman, Scout, et al.
Published: (2024)
Similar Items
-
GeMix: Conditional GAN-Based Mixup for Improved Medical Image Augmentation
by: Carlesso, Hugo, et al.
Published: (2025) -
PQPP: A Joint Benchmark for Text-to-Image Prompt and Query Performance Prediction
by: Poesina, Eduard, et al.
Published: (2024) -
CBM: Curriculum by Masking
by: Jarca, Andrei, et al.
Published: (2024) -
Multi-Level Feature Distillation of Joint Teachers Trained on Distinct Image Datasets
by: Iordache, Adrian, et al.
Published: (2024) -
Machine Unlearning in the Era of Quantum Machine Learning: An Empirical Study
by: Crivoi, Carla, et al.
Published: (2025)