Representation learning from OCT images
Fuente:
arXiv
Saved in:
| Main Authors: | Tabia, Hedi, Sidibé, Désiré, Khlifa, Nawres, Tabia, Ahmed, Rahmany, Ines, Aboudi, Noura, Haddad, Zainab, Khachnaoui, Hajer, Zgolli, Hsouna |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Text-driven Motion Generation: Overview, Challenges and Directions
by: Sahili, Ali Rida, et al.
Published: (2025)
by: Sahili, Ali Rida, et al.
Published: (2025)
HiPP-Prune: Hierarchical Preference-Conditioned Structured Pruning for Vision-Language Models
by: Bai, Lincen, et al.
Published: (2026)
by: Bai, Lincen, et al.
Published: (2026)
Accurate online action and gesture recognition system using detectors and Deep SPD Siamese Networks
by: Akremi, Mohamed Sanim, et al.
Published: (2025)
by: Akremi, Mohamed Sanim, et al.
Published: (2025)
Optimized Custom CNN for Real-Time Tomato Leaf Disease Detection
by: Oni, Mangsura Kabir, et al.
Published: (2025)
by: Oni, Mangsura Kabir, et al.
Published: (2025)
ViiNeuS: Volumetric Initialization for Implicit Neural Surface reconstruction of urban scenes with limited image overlap
by: Djeghim, Hala, et al.
Published: (2024)
by: Djeghim, Hala, et al.
Published: (2024)
Adaptive Pruning with Module Robustness Sensitivity: Balancing Compression and Robustness
by: Bai, Lincen, et al.
Published: (2024)
by: Bai, Lincen, et al.
Published: (2024)
Revisiting Min-Max Optimization Problem in Adversarial Training
by: Ahmadi, Sina Hajer, et al.
Published: (2024)
by: Ahmadi, Sina Hajer, et al.
Published: (2024)
DH-PTAM: A Deep Hybrid Stereo Events-Frames Parallel Tracking And Mapping System
by: Soliman, Abanob, et al.
Published: (2023)
by: Soliman, Abanob, et al.
Published: (2023)
HieroGlyphTranslator: Automatic Recognition and Translation of Egyptian Hieroglyphs to English
by: Nasser, Ahmed, et al.
Published: (2025)
by: Nasser, Ahmed, et al.
Published: (2025)
Investigating Permutation-Invariant Discrete Representation Learning for Spatially Aligned Images
by: Stirling, Jamie S. J., et al.
Published: (2026)
by: Stirling, Jamie S. J., et al.
Published: (2026)
SAIL: Self-supervised Albedo Estimation from Real Images with a Latent Diffusion Model
by: Djeghim, Hala, et al.
Published: (2025)
by: Djeghim, Hala, et al.
Published: (2025)
Predicting risk of cardiovascular disease using retinal OCT imaging
by: Maldonado-Garcia, Cynthia, et al.
Published: (2024)
by: Maldonado-Garcia, Cynthia, et al.
Published: (2024)
KD-OCT: Efficient Knowledge Distillation for Clinical-Grade Retinal OCT Classification
by: Nourbakhsh, Erfan, et al.
Published: (2025)
by: Nourbakhsh, Erfan, et al.
Published: (2025)
Gradient based Severity Labeling for Biomarker Classification in OCT
by: Kokilepersaud, Kiran, et al.
Published: (2026)
by: Kokilepersaud, Kiran, et al.
Published: (2026)
Choroidal image analysis for OCT image sequences with applications in systemic health
by: Burke, Jamie
Published: (2025)
by: Burke, Jamie
Published: (2025)
Text-Driven Weakly Supervised OCT Lesion Segmentation with Structural Guidance
by: Yang, Jiaqi, et al.
Published: (2024)
by: Yang, Jiaqi, et al.
Published: (2024)
Early Alzheimer's Disease Detection from Retinal OCT Images: A UK Biobank Study
by: Turkan, Yasemin, et al.
Published: (2025)
by: Turkan, Yasemin, et al.
Published: (2025)
HKT: A Biologically Inspired Framework for Modular Hereditary Knowledge Transfer in Neural Networks
by: Tchenko, Yanick Chistian, et al.
Published: (2025)
by: Tchenko, Yanick Chistian, et al.
Published: (2025)
OCT Data is All You Need: How Vision Transformers with and without Pre-training Benefit Imaging
by: Han, Zihao, et al.
Published: (2025)
by: Han, Zihao, et al.
Published: (2025)
Forecasting Disease Progression with Parallel Hyperplanes in Longitudinal Retinal OCT
by: Chakravarty, Arunava, et al.
Published: (2024)
by: Chakravarty, Arunava, et al.
Published: (2024)
Learning Temporally Equivariance for Degenerative Disease Progression in OCT by Predicting Future Representations
by: Emre, Taha, et al.
Published: (2024)
by: Emre, Taha, et al.
Published: (2024)
J-NeuS: Joint field optimization for Neural Surface reconstruction in urban scenes with limited image overlap
by: Wang, Fusang, et al.
Published: (2025)
by: Wang, Fusang, et al.
Published: (2025)
Video Prediction of Dynamic Physical Simulations With Pixel-Space Spatiotemporal Transformers
by: Slack, Dean L, et al.
Published: (2025)
by: Slack, Dean L, et al.
Published: (2025)
Disentangling Racial Phenotypes: Fine-Grained Control of Race-related Facial Phenotype Characteristics
by: Yucer, Seyma, et al.
Published: (2024)
by: Yucer, Seyma, et al.
Published: (2024)
MIRAGE: Multimodal foundation model and benchmark for comprehensive retinal OCT image analysis
by: Morano, José, et al.
Published: (2025)
by: Morano, José, et al.
Published: (2025)
Don't Mind the Gaps: Implicit Neural Representations for Resolution-Agnostic Retinal OCT Analysis
by: Kahrs, Bennet, et al.
Published: (2026)
by: Kahrs, Bennet, et al.
Published: (2026)
Controllable Image Generation with Composed Parallel Token Prediction
by: Stirling, Jamie, et al.
Published: (2024)
by: Stirling, Jamie, et al.
Published: (2024)
Novel OCT mosaicking pipeline with Feature- and Pixel-based registration
by: Wang, Jiacheng, et al.
Published: (2023)
by: Wang, Jiacheng, et al.
Published: (2023)
Comparison of fine-tuning strategies for transfer learning in medical image classification
by: Davila, Ana, et al.
Published: (2024)
by: Davila, Ana, et al.
Published: (2024)
Interpretable deformable image registration: A geometric deep learning perspective
by: Sideri-Lampretsa, Vasiliki, et al.
Published: (2024)
by: Sideri-Lampretsa, Vasiliki, et al.
Published: (2024)
Hierarchy-Guided Multimodal Representation Learning for Taxonomic Inference
by: Ahmed, Sk Miraj, et al.
Published: (2026)
by: Ahmed, Sk Miraj, et al.
Published: (2026)
Neurovascular Segmentation in sOCT with Deep Learning and Synthetic Training Data
by: Chollet, Etienne, et al.
Published: (2024)
by: Chollet, Etienne, et al.
Published: (2024)
Defect Segmentation in OCT scans of ceramic parts for non-destructive inspection using deep learning
by: Laveda-Martínez, Andrés, et al.
Published: (2025)
by: Laveda-Martínez, Andrés, et al.
Published: (2025)
Systematic comparison of semi-supervised and self-supervised learning for medical image classification
by: Huang, Zhe, et al.
Published: (2023)
by: Huang, Zhe, et al.
Published: (2023)
BenthicNet: A global compilation of seafloor images for deep learning applications
by: Lowe, Scott C., et al.
Published: (2024)
by: Lowe, Scott C., et al.
Published: (2024)
WAVE-UNET: Wavelength based Image Reconstruction method using attention UNET for OCT images
by: Viqar, Maryam, et al.
Published: (2024)
by: Viqar, Maryam, et al.
Published: (2024)
A training regime to learn unified representations from complementary breast imaging modalities
by: Sharma, Umang, et al.
Published: (2024)
by: Sharma, Umang, et al.
Published: (2024)
Self-supervised learning unveils change in urban housing from street-level images
by: Stalder, Steven, et al.
Published: (2023)
by: Stalder, Steven, et al.
Published: (2023)
Bridging visual saliency and large language models for explainable deep learning in medical imaging
by: Nguezet, Paul Valery, et al.
Published: (2026)
by: Nguezet, Paul Valery, et al.
Published: (2026)
Quantum machine learning for image classification
by: Senokosov, Arsenii, et al.
Published: (2023)
by: Senokosov, Arsenii, et al.
Published: (2023)
Similar Items
-
Text-driven Motion Generation: Overview, Challenges and Directions
by: Sahili, Ali Rida, et al.
Published: (2025) -
HiPP-Prune: Hierarchical Preference-Conditioned Structured Pruning for Vision-Language Models
by: Bai, Lincen, et al.
Published: (2026) -
Accurate online action and gesture recognition system using detectors and Deep SPD Siamese Networks
by: Akremi, Mohamed Sanim, et al.
Published: (2025) -
Optimized Custom CNN for Real-Time Tomato Leaf Disease Detection
by: Oni, Mangsura Kabir, et al.
Published: (2025) -
ViiNeuS: Volumetric Initialization for Implicit Neural Surface reconstruction of urban scenes with limited image overlap
by: Djeghim, Hala, et al.
Published: (2024)