Domain Adaptation Techniques for Natural and Medical Image Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Chaddad, Ahmad, Wu, Yihang, Kateb, Reem, Desrosiers, Christian |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Deep Modeling and Optimization of Medical Image Classification
by: Wu, Yihang, et al.
Published: (2025)
by: Wu, Yihang, et al.
Published: (2025)
FACMIC: Federated Adaptative CLIP Model for Medical Image Classification
by: Wu, Yihang, et al.
Published: (2024)
by: Wu, Yihang, et al.
Published: (2024)
Semi-Supervised Medical Image Segmentation via Dual Networks
by: Lu, Yunyao, et al.
Published: (2025)
by: Lu, Yunyao, et al.
Published: (2025)
Federated Vision Transformer with Adaptive Focal Loss for Medical Image Classification
by: Zhao, Xinyuan, et al.
Published: (2026)
by: Zhao, Xinyuan, et al.
Published: (2026)
Enhancing Dual Network Based Semi-Supervised Medical Image Segmentation with Uncertainty-Guided Pseudo-Labeling
by: Lu, Yunyao, et al.
Published: (2025)
by: Lu, Yunyao, et al.
Published: (2025)
Generalizable and Explainable Deep Learning for Medical Image Computing: An Overview
by: Chaddad, Ahmad, et al.
Published: (2025)
by: Chaddad, Ahmad, et al.
Published: (2025)
Federated CLIP for Resource-Efficient Heterogeneous Medical Image Classification
by: Wu, Yihang, et al.
Published: (2025)
by: Wu, Yihang, et al.
Published: (2025)
GMGaze: MoE-Based Context-Aware Gaze Estimation with CLIP and Multiscale Transformer
by: Zhao, Xinyuan, et al.
Published: (2026)
by: Zhao, Xinyuan, et al.
Published: (2026)
Towards a Transparent and Interpretable AI Model for Medical Image Classifications
by: Wen, Binbin, et al.
Published: (2025)
by: Wen, Binbin, et al.
Published: (2025)
Deep Modeling and Interpretation for Bladder Cancer Classification
by: Chaddad, Ahmad, et al.
Published: (2026)
by: Chaddad, Ahmad, et al.
Published: (2026)
Impact of domain adaptation in deep learning for medical image classifications
by: Wu, Yihang, et al.
Published: (2026)
by: Wu, Yihang, et al.
Published: (2026)
Classification based deep learning models for lung cancer and disease using medical images
by: Chaddad, Ahmad, et al.
Published: (2025)
by: Chaddad, Ahmad, et al.
Published: (2025)
FAA-CLIP: Federated Adversarial Adaptation of CLIP
by: Wu, Yihang, et al.
Published: (2025)
by: Wu, Yihang, et al.
Published: (2025)
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification
by: Chaddad, Ahmad, et al.
Published: (2025)
by: Chaddad, Ahmad, et al.
Published: (2025)
SHAP-Integrated Convolutional Diagnostic Networks for Feature-Selective Medical Analysis
by: Hu, Yan, et al.
Published: (2025)
by: Hu, Yan, et al.
Published: (2025)
A Robust Unsupervised Domain Adaptation Framework for Medical Image Classification Using RKHS-MMD
by: Sachan, Sapna, et al.
Published: (2026)
by: Sachan, Sapna, et al.
Published: (2026)
DAFD: Domain Adaptation via Feature Disentanglement for Image Classification
by: Wu, Zhize, et al.
Published: (2023)
by: Wu, Zhize, et al.
Published: (2023)
Unified and Semantically Grounded Domain Adaptation for Medical Image Segmentation
by: Wang, Xin, et al.
Published: (2025)
by: Wang, Xin, et al.
Published: (2025)
GazeFormer-MoE: Context-Aware Gaze Estimation via CLIP and MoE Transformer
by: Zhao, Xinyuan, et al.
Published: (2026)
by: Zhao, Xinyuan, et al.
Published: (2026)
Histopath-C: Towards Realistic Domain Shifts for Histopathology Vision-Language Adaptation
by: Noori, Mehrdad, et al.
Published: (2026)
by: Noori, Mehrdad, et al.
Published: (2026)
Fine-Tuning Cycle-GAN for Domain Adaptation of MRI Images
by: Usama, Mohd, et al.
Published: (2026)
by: Usama, Mohd, et al.
Published: (2026)
ODES: Domain Adaptation with Expert Guidance for Online Medical Image Segmentation
by: Islam, Md Shazid, et al.
Published: (2023)
by: Islam, Md Shazid, et al.
Published: (2023)
A Source-Free Approach for Domain Adaptation via Multiview Image Transformation and Latent Space Consistency
by: Sutradhar, Debopom, et al.
Published: (2026)
by: Sutradhar, Debopom, et al.
Published: (2026)
CoSAM: Self-Correcting SAM for Domain Generalization in 2D Medical Image Segmentation
by: Fu, Yihang, et al.
Published: (2024)
by: Fu, Yihang, et al.
Published: (2024)
Image Translation-Based Unsupervised Cross-Modality Domain Adaptation for Medical Image Segmentation
by: Yang, Tao, et al.
Published: (2025)
by: Yang, Tao, et al.
Published: (2025)
Purge-Gate: Backpropagation-Free Test-Time Adaptation for Point Clouds Classification via Token Purging
by: Yazdanpanah, Moslem, et al.
Published: (2025)
by: Yazdanpanah, Moslem, et al.
Published: (2025)
Few Exemplar-Based General Medical Image Segmentation via Domain-Aware Selective Adaptation
by: Xu, Chen, et al.
Published: (2024)
by: Xu, Chen, et al.
Published: (2024)
MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning
by: Nicolas, Julien, et al.
Published: (2023)
by: Nicolas, Julien, et al.
Published: (2023)
HyDA: Hypernetworks for Test Time Domain Adaptation in Medical Imaging Analysis
by: Serebro, Doron, et al.
Published: (2025)
by: Serebro, Doron, et al.
Published: (2025)
CLIPArTT: Adaptation of CLIP to New Domains at Test Time
by: Hakim, Gustavo Adolfo Vargas, et al.
Published: (2024)
by: Hakim, Gustavo Adolfo Vargas, et al.
Published: (2024)
BCMDA: Bidirectional Correlation Maps Domain Adaptation for Mixed Domain Semi-Supervised Medical Image Segmentation
by: Song, Bentao, et al.
Published: (2026)
by: Song, Bentao, et al.
Published: (2026)
DART$^3$: Leveraging Distance for Test Time Adaptation in Person Re-Identification
by: Bhattacharya, Rajarshi, et al.
Published: (2025)
by: Bhattacharya, Rajarshi, et al.
Published: (2025)
Domain Adaptation of Carotid Ultrasound Images using Generative Adversarial Network
by: Usama, Mohd, et al.
Published: (2026)
by: Usama, Mohd, et al.
Published: (2026)
Text-guided Foundation Model Adaptation for Long-Tailed Medical Image Classification
by: Li, Sirui, et al.
Published: (2024)
by: Li, Sirui, et al.
Published: (2024)
Domain Adaptation for Multi-label Image Classification: a Discriminator-free Approach
by: Singh, Inder Pal, et al.
Published: (2025)
by: Singh, Inder Pal, et al.
Published: (2025)
Semi-Supervised Domain Adaptation with Latent Diffusion for Pathology Image Classification
by: Zhang, Tengyue, et al.
Published: (2026)
by: Zhang, Tengyue, et al.
Published: (2026)
Domain Adaptation for Image Classification of Defects in Semiconductor Manufacturing
by: Poniatowski, Adrian, et al.
Published: (2025)
by: Poniatowski, Adrian, et al.
Published: (2025)
Robust Source-Free Domain Adaptation for Medical Image Segmentation based on Curriculum Learning
by: Zhang, Ziqi, et al.
Published: (2025)
by: Zhang, Ziqi, et al.
Published: (2025)
Domain Adaptation from Generated Multi-Weather Images for Unsupervised Maritime Object Classification
by: Song, Dan, et al.
Published: (2025)
by: Song, Dan, et al.
Published: (2025)
Automating MedSAM by Learning Prompts with Weak Few-Shot Supervision
by: Gaillochet, Mélanie, et al.
Published: (2024)
by: Gaillochet, Mélanie, et al.
Published: (2024)
Similar Items
-
Deep Modeling and Optimization of Medical Image Classification
by: Wu, Yihang, et al.
Published: (2025) -
FACMIC: Federated Adaptative CLIP Model for Medical Image Classification
by: Wu, Yihang, et al.
Published: (2024) -
Semi-Supervised Medical Image Segmentation via Dual Networks
by: Lu, Yunyao, et al.
Published: (2025) -
Federated Vision Transformer with Adaptive Focal Loss for Medical Image Classification
by: Zhao, Xinyuan, et al.
Published: (2026) -
Enhancing Dual Network Based Semi-Supervised Medical Image Segmentation with Uncertainty-Guided Pseudo-Labeling
by: Lu, Yunyao, et al.
Published: (2025)