Copertina

FedAlign: Federated Domain Generalization with Cross-Client Feature Alignment

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Gupta, Sunny, Sutar, Vinay, Singh, Varunav, Sethi, Amit
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Machine Learning Artificial Intelligence Computer Vision and Pattern Recognition Distributed, Parallel, and Cluster Computing I.2.6; C.1.4; D.1.3; I.5.1; H.3.4; I.2.10; I.4.0; I.4.1; I.4.2; I.4.6; I.4.7; I.4.8; I.4.9; I.4.10; I.5.1; I.5.2; I.5.4; J.2; I.2.11; I.2.10
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

CCVA-FL: Cross-Client Variations Adaptive Federated Learning for Medical Imaging
di: Gupta, Sunny, et al.
Pubblicazione: (2024)

FEDTAIL: Federated Long-Tailed Domain Generalization with Sharpness-Guided Gradient Matching
di: Gupta, Sunny, et al.
Pubblicazione: (2025)

FedStein: Enhancing Multi-Domain Federated Learning Through James-Stein Estimator
di: Gupta, Sunny, et al.
Pubblicazione: (2024)

UniVarFL: Uniformity and Variance Regularized Federated Learning for Heterogeneous Data
di: Gupta, Sunny, et al.
Pubblicazione: (2025)

Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning
di: Semenov, Andrei, et al.
Pubblicazione: (2024)

Taming the Tail: Leveraging Asymmetric Loss and Pade Approximation to Overcome Medical Image Long-Tailed Class Imbalance
di: Kashyap, Pankhi, et al.
Pubblicazione: (2024)

FLD+: Data-efficient Evaluation Metric for Generative Models
di: Jeevan, Pranav, et al.
Pubblicazione: (2024)

WaveMixSR-V2: Enhancing Super-resolution with Higher Efficiency
di: Jeevan, Pranav, et al.
Pubblicazione: (2024)

Normalizing Flow-Based Metric for Image Generation
di: Jeevan, Pranav, et al.
Pubblicazione: (2024)

Which Backbone to Use: A Resource-efficient Domain Specific Comparison for Computer Vision
di: Jeevan, Pranav, et al.
Pubblicazione: (2024)

WaveMix: A Resource-efficient Neural Network for Image Analysis
di: Jeevan, Pranav, et al.
Pubblicazione: (2022)

Evaluation Metric for Quality Control and Generative Models in Histopathology Images
di: Jeevan, Pranav, et al.
Pubblicazione: (2024)

FAME: Feature Activation Map Explanation on Image Classification and Face Recognition
di: Zhang, Xinyi, et al.
Pubblicazione: (2026)

Few-Shot Learning of a Graph-Based Neural Network Model Without Backpropagation
di: Lapin, Mykyta, et al.
Pubblicazione: (2025)

Canonical Space Representation for 4D Panoptic Segmentation of Articulated Objects
di: Gomes, Manuel, et al.
Pubblicazione: (2025)

NV3D: Leveraging Spatial Shape Through Normal Vector-based 3D Object Detection
di: Chaowakarn, Krittin, et al.
Pubblicazione: (2025)

Capacity Constraint Analysis Using Object Detection for Smart Manufacturing
di: Ahmad, Hafiz Mughees, et al.
Pubblicazione: (2024)

SH17: A Dataset for Human Safety and Personal Protective Equipment Detection in Manufacturing Industry
di: Ahmad, Hafiz Mughees, et al.
Pubblicazione: (2024)

CG-HOI: Contact-Guided 3D Human-Object Interaction Generation
di: Diller, Christian, et al.
Pubblicazione: (2023)

Classification of Cattle Behavior and Detection of Heat (Estrus) using Sensor Data
di: Dhakshinamoorthy, Druva, et al.
Pubblicazione: (2025)

SpectralCA: Bi-Directional Cross-Attention for Next-Generation UAV Hyperspectral Vision
di: Brovko, D. V.
Pubblicazione: (2025)

Multimodal Ensemble with Conditional Feature Fusion for Dysgraphia Diagnosis in Children from Handwriting Samples
di: Kunhoth, Jayakanth, et al.
Pubblicazione: (2024)

Lost in Latent Space: Disentangled Models and the Challenge of Combinatorial Generalisation
di: Montero, Milton L., et al.
Pubblicazione: (2022)

Feature-Augmented Deep Networks for Multiscale Building Segmentation in High-Resolution UAV and Satellite Imagery
di: Maniyar, Chintan B., et al.
Pubblicazione: (2025)

CytoNet: A Foundation Model for the Human Cerebral Cortex at Cellular Resolution
di: Schiffer, Christian, et al.
Pubblicazione: (2025)

Adapting SAM with Dynamic Similarity Graphs for Few-Shot Parameter-Efficient Small Dense Object Detection: A Case Study of Chickpea Pods in Field Conditions
di: Jiang, Xintong, et al.
Pubblicazione: (2025)

Interpreting Structured Perturbations in Image Protection Methods for Diffusion Models
di: Martin, Michael R., et al.
Pubblicazione: (2025)

Detecting AI-Generated Videos with Spiking Neural Networks
di: Jang, Minsuk, et al.
Pubblicazione: (2026)

Phase-Aware Wavelet-Based-Scattering Encoder-Decoder for Dense Predictions
di: Marrakchi, Ghassen, et al.
Pubblicazione: (2026)

Learning Association via Track-Detection Matching for Multi-Object Tracking
di: Adžemović, Momir
Pubblicazione: (2025)

DeepC4: Deep Conditional Census-Constrained Clustering for Large-scale Multitask Spatial Disaggregation of Urban Morphology
di: Dimasaka, Joshua, et al.
Pubblicazione: (2025)

Learning from Semantic Dictionaries: Discriminative Codebook Contrastive Learning for Unified Visual Representation and Generation
di: Estepa, Imanol G., et al.
Pubblicazione: (2026)

All4One: Symbiotic Neighbour Contrastive Learning via Self-Attention and Redundancy Reduction
di: Estepa, Imanol G., et al.
Pubblicazione: (2023)

Task Singular Vectors: Reducing Task Interference in Model Merging
di: Gargiulo, Antonio Andrea, et al.
Pubblicazione: (2024)

Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey
di: Rajapaksha, Uchitha, et al.
Pubblicazione: (2024)

FutureHuman3D: Forecasting Complex Long-Term 3D Human Behavior from Video Observations
di: Diller, Christian, et al.
Pubblicazione: (2022)

Salient Concept-Aware Generative Data Augmentation
di: Zhao, Tianchen, et al.
Pubblicazione: (2025)

Enhancing Spatial Reasoning in Vision-Language Models via Chain-of-Thought Prompting and Reinforcement Learning
di: Ji, Binbin, et al.
Pubblicazione: (2025)

Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings
di: Perera, Amal S., et al.
Pubblicazione: (2025)

Explainable Classifier for Malignant Lymphoma Subtyping via Cell Graph and Image Fusion
di: Nishiyama, Daiki, et al.
Pubblicazione: (2025)