Unlocking Multi-Site Clinical Data: A Federated Approach to Privacy-First Child Autism Behavior Analysis
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Sun, Guangyu, Wu, Wenhan, Guo, Zhishuai, Wang, Ziteng, Khosravi, Pegah, Chen, Chen |
|---|---|
| Format: | Preprint |
| Publié: |
2026
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
UniSTFormer: Unified Spatio-Temporal Lightweight Transformer for Efficient Skeleton-Based Action Recognition
par: Wu, Wenhan, et autres
Publié: (2025)
par: Wu, Wenhan, et autres
Publié: (2025)
Frequency-Semantic Enhanced Variational Autoencoder for Zero-Shot Skeleton-based Action Recognition
par: Wu, Wenhan, et autres
Publié: (2025)
par: Wu, Wenhan, et autres
Publié: (2025)
Navigating Heterogeneity and Privacy in One-Shot Federated Learning with Diffusion Models
par: Mendieta, Matias, et autres
Publié: (2024)
par: Mendieta, Matias, et autres
Publié: (2024)
KHMP: Frequency-Domain Kalman Refinement for High-Fidelity Human Motion Prediction
par: Wu, Wenhan, et autres
Publié: (2026)
par: Wu, Wenhan, et autres
Publié: (2026)
Towards Multi-modal Transformers in Federated Learning
par: Sun, Guangyu, et autres
Publié: (2024)
par: Sun, Guangyu, et autres
Publié: (2024)
A Quad-Step Approach to Uncertainty-Aware Deep Learning for Skin Cancer Classification
par: Asgharnezhad, Hamzeh, et autres
Publié: (2025)
par: Asgharnezhad, Hamzeh, et autres
Publié: (2025)
Towards Child-Inclusive Clinical Video Understanding for Autism Spectrum Disorder
par: Kommineni, Aditya, et autres
Publié: (2024)
par: Kommineni, Aditya, et autres
Publié: (2024)
MMASD+: A Novel Dataset for Privacy-Preserving Behavior Analysis of Children with Autism Spectrum Disorder
par: Ravva, Pavan Uttej, et autres
Publié: (2024)
par: Ravva, Pavan Uttej, et autres
Publié: (2024)
Improving Autism Detection with Multimodal Behavioral Analysis
par: Saakyan, William, et autres
Publié: (2025)
par: Saakyan, William, et autres
Publié: (2025)
Closer to Reality: Practical Semi-Supervised Federated Learning for Foundation Model Adaptation
par: Sun, Guangyu, et autres
Publié: (2025)
par: Sun, Guangyu, et autres
Publié: (2025)
Exploring Parameter-Efficient Fine-Tuning to Enable Foundation Models in Federated Learning
par: Sun, Guangyu, et autres
Publié: (2022)
par: Sun, Guangyu, et autres
Publié: (2022)
Federated Data Model
par: Chen, Xiao, et autres
Publié: (2024)
par: Chen, Xiao, et autres
Publié: (2024)
Communication-Efficient Federated AUC Maximization with Cyclic Client Participation
par: Vangapally, Umesh, et autres
Publié: (2026)
par: Vangapally, Umesh, et autres
Publié: (2026)
ChildDiffusion: Unlocking the Potential of Generative AI and Controllable Augmentations for Child Facial Data using Stable Diffusion and Large Language Models
par: Farooq, Muhammad Ali, et autres
Publié: (2024)
par: Farooq, Muhammad Ali, et autres
Publié: (2024)
Explainable Artificial Intelligence for Quantifying Interfering and High-Risk Behaviors in Autism Spectrum Disorder in a Real-World Classroom Environment Using Privacy-Preserving Video Analysis
par: Das, Barun, et autres
Publié: (2024)
par: Das, Barun, et autres
Publié: (2024)
FreqMixFormerV2: Lightweight Frequency-aware Mixed Transformer for Human Skeleton Action Recognition
par: Wu, Wenhan, et autres
Publié: (2024)
par: Wu, Wenhan, et autres
Publié: (2024)
Provably Communication-Efficient and Privacy-Preserving Federated Graph Neural Networks
par: Guo, Zhishuai, et autres
Publié: (2026)
par: Guo, Zhishuai, et autres
Publié: (2026)
EGGS: Exchangeable 2D/3D Gaussian Splatting for Geometry-Appearance Balanced Novel View Synthesis
par: Zhang, Yancheng, et autres
Publié: (2025)
par: Zhang, Yancheng, et autres
Publié: (2025)
Monocular Models are Strong Learners for Multi-View Human Mesh Recovery
par: Xie, Haoyu, et autres
Publié: (2026)
par: Xie, Haoyu, et autres
Publié: (2026)
PTQ4ViT: Post-training quantization for vision transformers with twin uniform quantization
par: Yuan, Zhihang, et autres
Publié: (2021)
par: Yuan, Zhihang, et autres
Publié: (2021)
Privacy-Shielded Image Compression: Defending Against Exploitation from Vision-Language Pretrained Models
par: Shen, Xuelin, et autres
Publié: (2025)
par: Shen, Xuelin, et autres
Publié: (2025)
StegaVAR: Privacy-Preserving Video Action Recognition via Steganographic Domain Analysis
par: Chen, Lixin, et autres
Publié: (2025)
par: Chen, Lixin, et autres
Publié: (2025)
Neural Inverse Scattering with Score-based Regularization
par: Gao, Yuan, et autres
Publié: (2025)
par: Gao, Yuan, et autres
Publié: (2025)
Rendering-Refined Stable Diffusion for Privacy Compliant Synthetic Data
par: Patwari, Kartik, et autres
Publié: (2024)
par: Patwari, Kartik, et autres
Publié: (2024)
Federated Learning with Heterogeneous Data Handling for Robust Vehicular Object Detection
par: Khalil, Ahmad, et autres
Publié: (2024)
par: Khalil, Ahmad, et autres
Publié: (2024)
Diagnosing Visual Reasoning: Challenges, Insights, and a Path Forward
par: Bi, Jing, et autres
Publié: (2025)
par: Bi, Jing, et autres
Publié: (2025)
MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning
par: Chen, Tieyuan, et autres
Publié: (2024)
par: Chen, Tieyuan, et autres
Publié: (2024)
Federated Learning with Partially Labeled Data: A Conditional Distillation Approach
par: Wang, Pochuan, et autres
Publié: (2024)
par: Wang, Pochuan, et autres
Publié: (2024)
Grab-3D: Detecting AI-Generated Videos from 3D Geometric Temporal Consistency
par: Chen, Wenhan, et autres
Publié: (2025)
par: Chen, Wenhan, et autres
Publié: (2025)
Synthetic-Child: An AIGC-Based Synthetic Data Pipeline for Privacy-Preserving Child Posture Estimation
par: Zeng, Taowen
Publié: (2026)
par: Zeng, Taowen
Publié: (2026)
GMFVAD: Using Grained Multi-modal Feature to Improve Video Anomaly Detection
par: Dai, Guangyu, et autres
Publié: (2025)
par: Dai, Guangyu, et autres
Publié: (2025)
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images
par: Cui, Ziteng, et autres
Publié: (2024)
par: Cui, Ziteng, et autres
Publié: (2024)
Vision-Based Activity Recognition in Children with Autism-Related Behaviors
par: Wei, Pengbo, et autres
Publié: (2022)
par: Wei, Pengbo, et autres
Publié: (2022)
Enhancing Autism Spectrum Disorder Early Detection with the Parent-Child Dyads Block-Play Protocol and an Attention-enhanced GCN-xLSTM Hybrid Deep Learning Framework
par: Li, Xiang, et autres
Publié: (2024)
par: Li, Xiang, et autres
Publié: (2024)
VITRIX-CLIPIN: Enhancing Fine-Grained Visual Understanding in CLIP via Instruction Editing Data and Long Captions
par: Wang, Ziteng, et autres
Publié: (2025)
par: Wang, Ziteng, et autres
Publié: (2025)
Unlocking Multi-Spectral Data for Multi-Modal Models with Guided Inputs and Chain-of-Thought Reasoning
par: Kim, Dahun, et autres
Publié: (2026)
par: Kim, Dahun, et autres
Publié: (2026)
A Survey on Facial Image Privacy Preservation in Cloud-Based Services
par: Chen, Chen, et autres
Publié: (2025)
par: Chen, Chen, et autres
Publié: (2025)
Unlocking ImageNet's Multi-Object Nature: Automated Large-Scale Multilabel Annotation
par: Chen, Junyu, et autres
Publié: (2026)
par: Chen, Junyu, et autres
Publié: (2026)
Frequency Guidance Matters: Skeletal Action Recognition by Frequency-Aware Mixed Transformer
par: Wu, Wenhan, et autres
Publié: (2024)
par: Wu, Wenhan, et autres
Publié: (2024)
Improving the Classification Effect of Clinical Images of Diseases for Multi-Source Privacy Protection
par: Bowen, Tian, et autres
Publié: (2024)
par: Bowen, Tian, et autres
Publié: (2024)
Documents similaires
-
UniSTFormer: Unified Spatio-Temporal Lightweight Transformer for Efficient Skeleton-Based Action Recognition
par: Wu, Wenhan, et autres
Publié: (2025) -
Frequency-Semantic Enhanced Variational Autoencoder for Zero-Shot Skeleton-based Action Recognition
par: Wu, Wenhan, et autres
Publié: (2025) -
Navigating Heterogeneity and Privacy in One-Shot Federated Learning with Diffusion Models
par: Mendieta, Matias, et autres
Publié: (2024) -
KHMP: Frequency-Domain Kalman Refinement for High-Fidelity Human Motion Prediction
par: Wu, Wenhan, et autres
Publié: (2026) -
Towards Multi-modal Transformers in Federated Learning
par: Sun, Guangyu, et autres
Publié: (2024)