Boosting Federated Domain Generalization: Understanding the Role of Advanced Pre-Trained Architectures
Fuente:
arXiv
Saved in:
| Main Authors: | Raha, Avi Deb, Adhikary, Apurba, Gain, Mrityunjoy, Qiao, Yu, Hong, Choong Seon |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FedFeat+: A Robust Federated Learning Framework Through Federated Aggregation and Differentially Private Feature-Based Classifier Retraining
by: Gain, Mrityunjoy, et al.
Published: (2025)
by: Gain, Mrityunjoy, et al.
Published: (2025)
CCC++: Optimized Color Classified Colorization with Segment Anything Model (SAM) Empowered Object Selective Color Harmonization
by: Gain, Mrityunjoy, et al.
Published: (2024)
by: Gain, Mrityunjoy, et al.
Published: (2024)
CCC: Color Classified Colorization
by: Gain, Mrityunjoy, et al.
Published: (2024)
by: Gain, Mrityunjoy, et al.
Published: (2024)
Towards Robust Federated Learning via Logits Calibration on Non-IID Data
by: Qiao, Yu, et al.
Published: (2024)
by: Qiao, Yu, et al.
Published: (2024)
Logit Calibration and Feature Contrast for Robust Federated Learning on Non-IID Data
by: Qiao, Yu, et al.
Published: (2024)
by: Qiao, Yu, et al.
Published: (2024)
Advancing Ultra-Reliable 6G: Transformer and Semantic Localization Empowered Robust Beamforming in Millimeter-Wave Communications
by: Raha, Avi Deb, et al.
Published: (2024)
by: Raha, Avi Deb, et al.
Published: (2024)
FedCCL: Federated Dual-Clustered Feature Contrast Under Domain Heterogeneity
by: Qiao, Yu, et al.
Published: (2024)
by: Qiao, Yu, et al.
Published: (2024)
Federated Hybrid Training and Self-Adversarial Distillation: Towards Robust Edge Networks
by: Qiao, Yu, et al.
Published: (2024)
by: Qiao, Yu, et al.
Published: (2024)
DD-JSCC: Dynamic Deep Joint Source-Channel Coding for Semantic Communications
by: Raha, Avi Deb, et al.
Published: (2025)
by: Raha, Avi Deb, et al.
Published: (2025)
High-Frequency First: A Two-Stage Approach for Improving Image INR
by: Dam, Sumit Kumar, et al.
Published: (2025)
by: Dam, Sumit Kumar, et al.
Published: (2025)
Towards Communication-Efficient Adversarial Federated Learning for Robust Edge Intelligence
by: Qiao, Yu, et al.
Published: (2025)
by: Qiao, Yu, et al.
Published: (2025)
A Survey on Foundation Models for Personalized Federated Intelligence
by: Qiao, Yu, et al.
Published: (2025)
by: Qiao, Yu, et al.
Published: (2025)
A Deep Incremental Framework for Multi-Service Multi-Modal Devices in NextG AI-RAN Systems
by: Gain, Mrityunjoy, et al.
Published: (2025)
by: Gain, Mrityunjoy, et al.
Published: (2025)
Security Risks in Vision-Based Beam Prediction: From Spatial Proxy Attacks to Feature Refinement
by: Raha, Avi Deb, et al.
Published: (2025)
by: Raha, Avi Deb, et al.
Published: (2025)
Agentic AI as a Network Control-Plane Intelligence Layer for Federated Learning over 6G
by: Nguyen, Loc X., et al.
Published: (2026)
by: Nguyen, Loc X., et al.
Published: (2026)
FedDAP: Domain-Aware Prototype Learning for Federated Learning under Domain Shift
by: Le, Huy Q., et al.
Published: (2026)
by: Le, Huy Q., et al.
Published: (2026)
Geometric Knowledge-Assisted Federated Dual Knowledge Distillation Approach Towards Remote Sensing Satellite Imagery
by: Zou, Luyao, et al.
Published: (2026)
by: Zou, Luyao, et al.
Published: (2026)
Enhancing Fitness Movement Recognition with Attention Mechanism and Pre-Trained Feature Extractors
by: Nishat, Shanjid Hasan, et al.
Published: (2025)
by: Nishat, Shanjid Hasan, et al.
Published: (2025)
Understanding Domain Generalization: A Noise Robustness Perspective
by: Qiao, Rui, et al.
Published: (2024)
by: Qiao, Rui, et al.
Published: (2024)
GPT-NAS: Evolutionary Neural Architecture Search with the Generative Pre-Trained Model
by: Yu, Caiyang, et al.
Published: (2023)
by: Yu, Caiyang, et al.
Published: (2023)
ReFrame: Rectification Framework for Image Explaining Architectures
by: Adhikary, Debjyoti Das, et al.
Published: (2025)
by: Adhikary, Debjyoti Das, et al.
Published: (2025)
Asymmetric Masked Distillation for Pre-Training Small Foundation Models
by: Zhao, Zhiyu, et al.
Published: (2023)
by: Zhao, Zhiyu, et al.
Published: (2023)
Advancing Digital Twin Generation Through a Novel Simulation Framework and Quantitative Benchmarking
by: Rubinstein, Jacob, et al.
Published: (2026)
by: Rubinstein, Jacob, et al.
Published: (2026)
Boosting Fidelity for Pre-Trained-Diffusion-Based Low-Light Image Enhancement via Condition Refinement
by: Xu, Xiaogang, et al.
Published: (2025)
by: Xu, Xiaogang, et al.
Published: (2025)
Federated Domain Generalization with Domain-specific Soft Prompts Generation
by: Wu, Jianhan, et al.
Published: (2025)
by: Wu, Jianhan, et al.
Published: (2025)
Generative AI meets 3D: A Survey on Text-to-3D in AIGC Era
by: Li, Chenghao, et al.
Published: (2023)
by: Li, Chenghao, et al.
Published: (2023)
ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural Enhancements
by: Aydın, M. Arda, et al.
Published: (2024)
by: Aydın, M. Arda, et al.
Published: (2024)
Pre-Trained CNN Architecture for Transformer-Based Image Caption Generation Model
by: Dufera, Amanuel Tafese
Published: (2025)
by: Dufera, Amanuel Tafese
Published: (2025)
Generic Knowledge Boosted Pre-training For Remote Sensing Images
by: Huang, Ziyue, et al.
Published: (2024)
by: Huang, Ziyue, et al.
Published: (2024)
CLIP-PING: Boosting Lightweight Vision-Language Models with Proximus Intrinsic Neighbors Guidance
by: Thwal, Chu Myaet, et al.
Published: (2024)
by: Thwal, Chu Myaet, et al.
Published: (2024)
Through BrokenEyes: How Eye Disorders Impact Face Detection?
by: Adhikary, Prottay Kumar
Published: (2026)
by: Adhikary, Prottay Kumar
Published: (2026)
VUDG: A Dataset for Video Understanding Domain Generalization
by: Wang, Ziyi, et al.
Published: (2025)
by: Wang, Ziyi, et al.
Published: (2025)
G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection
by: Wu, Fan, et al.
Published: (2024)
by: Wu, Fan, et al.
Published: (2024)
Boosting Domain Generalized and Adaptive Detection with Diffusion Models: Fitness, Generalization, and Transferability
by: He, Boyong, et al.
Published: (2025)
by: He, Boyong, et al.
Published: (2025)
Reducing Spurious Correlation for Federated Domain Generalization
by: Ma, Shuran, et al.
Published: (2024)
by: Ma, Shuran, et al.
Published: (2024)
Robust Face Liveness Detection for Biometric Authentication using Single Image
by: Raha, Poulami, et al.
Published: (2025)
by: Raha, Poulami, et al.
Published: (2025)
Cross-Domain Feature Augmentation for Domain Generalization
by: Liu, Yingnan, et al.
Published: (2024)
by: Liu, Yingnan, et al.
Published: (2024)
DALIP: Distribution Alignment-based Language-Image Pre-Training for Domain-Specific Data
by: Wu, Junjie, et al.
Published: (2025)
by: Wu, Junjie, et al.
Published: (2025)
Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training
by: Reddy, Arun, et al.
Published: (2023)
by: Reddy, Arun, et al.
Published: (2023)
Explainable AI-Enhanced Deep Learning for Pumpkin Leaf Disease Detection: A Comparative Analysis of CNN Architectures
by: Khandaker, Md. Arafat Alam, et al.
Published: (2025)
by: Khandaker, Md. Arafat Alam, et al.
Published: (2025)
Similar Items
-
FedFeat+: A Robust Federated Learning Framework Through Federated Aggregation and Differentially Private Feature-Based Classifier Retraining
by: Gain, Mrityunjoy, et al.
Published: (2025) -
CCC++: Optimized Color Classified Colorization with Segment Anything Model (SAM) Empowered Object Selective Color Harmonization
by: Gain, Mrityunjoy, et al.
Published: (2024) -
CCC: Color Classified Colorization
by: Gain, Mrityunjoy, et al.
Published: (2024) -
Towards Robust Federated Learning via Logits Calibration on Non-IID Data
by: Qiao, Yu, et al.
Published: (2024) -
Logit Calibration and Feature Contrast for Robust Federated Learning on Non-IID Data
by: Qiao, Yu, et al.
Published: (2024)