FedHCA$^2$: Towards Hetero-Client Federated Multi-Task Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Lu, Yuxiang, Huang, Suizhi, Yang, Yuwen, Sirejiding, Shalayiding, Ding, Yue, Lu, Hongtao |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Task Indicating Transformer for Task-conditional Dense Predictions
by: Lu, Yuxiang, et al.
Published: (2024)
by: Lu, Yuxiang, et al.
Published: (2024)
YOLO-MED : Multi-Task Interaction Network for Biomedical Images
by: Huang, Suizhi, et al.
Published: (2024)
by: Huang, Suizhi, et al.
Published: (2024)
Federated Multi-Task Learning on Non-IID Data Silos: An Experimental Study
by: Yang, Yuwen, et al.
Published: (2024)
by: Yang, Yuwen, et al.
Published: (2024)
Discretized Gaussian Representation for Tomographic Reconstruction
by: Wu, Shaokai, et al.
Published: (2024)
by: Wu, Shaokai, et al.
Published: (2024)
BECAME: BayEsian Continual Learning with Adaptive Model MErging
by: Li, Mei, et al.
Published: (2025)
by: Li, Mei, et al.
Published: (2025)
HACMatch Semi-Supervised Rotation Regression with Hardness-Aware Curriculum Pseudo Labeling
by: Li, Mei, et al.
Published: (2026)
by: Li, Mei, et al.
Published: (2026)
Few-shot Implicit Function Generation via Equivariance
by: Huang, Suizhi, et al.
Published: (2025)
by: Huang, Suizhi, et al.
Published: (2025)
MORE: Multi-Organ Medical Image REconstruction Dataset
by: Wu, Shaokai, et al.
Published: (2025)
by: Wu, Shaokai, et al.
Published: (2025)
FedDiff: Diffusion Model Driven Federated Learning for Multi-Modal and Multi-Clients
by: Li, DaiXun, et al.
Published: (2023)
by: Li, DaiXun, et al.
Published: (2023)
Enhancing cross-domain detection: adaptive class-aware contrastive transformer
by: Zeng, Ziru, et al.
Published: (2024)
by: Zeng, Ziru, et al.
Published: (2024)
Learning Multiple Representations with Inconsistency-Guided Detail Regularization for Mask-Guided Matting
by: Jiang, Weihao, et al.
Published: (2024)
by: Jiang, Weihao, et al.
Published: (2024)
Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning
by: Lu, Yuxiang, et al.
Published: (2024)
by: Lu, Yuxiang, et al.
Published: (2024)
SurgFed: Language-guided Multi-Task Federated Learning for Surgical Video Understanding
by: Fang, Zheng, et al.
Published: (2026)
by: Fang, Zheng, et al.
Published: (2026)
FedSCAl: Leveraging Server and Client Alignment for Unsupervised Federated Source-Free Domain Adaptation
by: Yashwanth, M, et al.
Published: (2025)
by: Yashwanth, M, et al.
Published: (2025)
BPJDet: Extended Object Representation for Generic Body-Part Joint Detection
by: Zhou, Huayi, et al.
Published: (2023)
by: Zhou, Huayi, et al.
Published: (2023)
UNIDEAL: Curriculum Knowledge Distillation Federated Learning
by: Yang, Yuwen, et al.
Published: (2023)
by: Yang, Yuwen, et al.
Published: (2023)
Boosting Semi-Supervised 2D Human Pose Estimation by Revisiting Data Augmentation and Consistency Training
by: Zhou, Huayi, et al.
Published: (2024)
by: Zhou, Huayi, et al.
Published: (2024)
FADE: A Task-Agnostic Upsampling Operator for Encoder-Decoder Architectures
by: Lu, Hao, et al.
Published: (2024)
by: Lu, Hao, et al.
Published: (2024)
Towards Personalized Federated Multi-Scenario Multi-Task Recommendation
by: Ding, Yue, et al.
Published: (2024)
by: Ding, Yue, et al.
Published: (2024)
FedDEAP: Adaptive Dual-Prompt Tuning for Multi-Domain Federated Learning
by: Zheng, Yubin, et al.
Published: (2025)
by: Zheng, Yubin, et al.
Published: (2025)
Adaptive Prompt Learning with Negative Textual Semantics and Uncertainty Modeling for Universal Multi-Source Domain Adaptation
by: Yang, Yuxiang, et al.
Published: (2024)
by: Yang, Yuxiang, et al.
Published: (2024)
FedSDA: Federated Stain Distribution Alignment for Non-IID Histopathological Image Classification
by: Tsai, Cheng-Chang, et al.
Published: (2025)
by: Tsai, Cheng-Chang, et al.
Published: (2025)
PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation
by: Ji, Deyi, et al.
Published: (2024)
by: Ji, Deyi, et al.
Published: (2024)
Masked AutoDecoder is Effective Multi-Task Vision Generalist
by: Qiu, Han, et al.
Published: (2024)
by: Qiu, Han, et al.
Published: (2024)
Generalizable Federated Learning using Client Adaptive Focal Modulation
by: Ashraf, Tajamul, et al.
Published: (2025)
by: Ashraf, Tajamul, et al.
Published: (2025)
FedSC: Federated Learning with Semantic-Aware Collaboration
by: Wang, Huan, et al.
Published: (2025)
by: Wang, Huan, et al.
Published: (2025)
FedDEO: Description-Enhanced One-Shot Federated Learning with Diffusion Models
by: Yang, Mingzhao, et al.
Published: (2024)
by: Yang, Mingzhao, et al.
Published: (2024)
FedHPro: Federated Hyper-Prototype Learning via Gradient Matching
by: Wang, Huan, et al.
Published: (2026)
by: Wang, Huan, et al.
Published: (2026)
MuCALD-SplitFed: Causal-Latent Diffusion for Privacy-Preserving Multi-Task Split-Federated Medical Image Segmentation
by: Shiranthika, Chamani, et al.
Published: (2026)
by: Shiranthika, Chamani, et al.
Published: (2026)
FedGSCA: Medical Federated Learning with Global Sample Selector and Client Adaptive Adjuster under Label Noise
by: Ye, Mengwen, et al.
Published: (2025)
by: Ye, Mengwen, et al.
Published: (2025)
FedSmoothLoRA: Toward Smoother and Faster Convergence in Federated Low-Rank Adaptation
by: Wang, Zehao, et al.
Published: (2026)
by: Wang, Zehao, et al.
Published: (2026)
Dejavu: Towards Experience Feedback Learning for Embodied Intelligence
by: Wu, Shaokai, et al.
Published: (2025)
by: Wu, Shaokai, et al.
Published: (2025)
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learning
by: Zhong, Hanwen, et al.
Published: (2025)
by: Zhong, Hanwen, et al.
Published: (2025)
FedDBP: Enhancing Federated Prototype Learning with Dual-Branch Features and Personalized Global Fusion
by: Gao, Ningzhi, et al.
Published: (2026)
by: Gao, Ningzhi, et al.
Published: (2026)
FedMGP: Personalized Federated Learning with Multi-Group Text-Visual Prompts
by: Bo, Weihao, et al.
Published: (2025)
by: Bo, Weihao, et al.
Published: (2025)
ChangeNet: Multi-Temporal Asymmetric Change Detection Dataset
by: Ji, Deyi, et al.
Published: (2023)
by: Ji, Deyi, et al.
Published: (2023)
DCDB: Dynamic Conditional Dual Diffusion Bridge for Ill-posed Multi-Tasks
by: Huang, Chengjie, et al.
Published: (2025)
by: Huang, Chengjie, et al.
Published: (2025)
TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction
by: Zhou, Zewei, et al.
Published: (2025)
by: Zhou, Zewei, et al.
Published: (2025)
FedBM: Stealing Knowledge from Pre-trained Language Models for Heterogeneous Federated Learning
by: Zhu, Meilu, et al.
Published: (2025)
by: Zhu, Meilu, et al.
Published: (2025)
FedDiv: Collaborative Noise Filtering for Federated Learning with Noisy Labels
by: Li, Jichang, et al.
Published: (2023)
by: Li, Jichang, et al.
Published: (2023)
Similar Items
-
Task Indicating Transformer for Task-conditional Dense Predictions
by: Lu, Yuxiang, et al.
Published: (2024) -
YOLO-MED : Multi-Task Interaction Network for Biomedical Images
by: Huang, Suizhi, et al.
Published: (2024) -
Federated Multi-Task Learning on Non-IID Data Silos: An Experimental Study
by: Yang, Yuwen, et al.
Published: (2024) -
Discretized Gaussian Representation for Tomographic Reconstruction
by: Wu, Shaokai, et al.
Published: (2024) -
BECAME: BayEsian Continual Learning with Adaptive Model MErging
by: Li, Mei, et al.
Published: (2025)