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Affinity Event
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Bayesian Similarity-Weighted Aggregation for Federated Brain Tumor Segmentation
Muhammad Khan · Suleiman Khan · Elina Kontio · Mojtaba Jafaritadi
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Poster
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Fri 16:30
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A Bayesian Approach for Personalized Federated Learning in Heterogeneous Settings
Disha Makhija · Joydeep Ghosh · Nhat Ho
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Poster
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Wed 16:30
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RFLPA: A Robust Federated Learning Framework against Poisoning Attacks with Secure Aggregation
Peihua Mai · Ran Yan · Yan Pang
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Workshop
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Sat 15:45
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Statistical Uncertainty Quantification for Aggregate Performance Metrics in Machine Learning Benchmarks
Rachel Longjohn · Giri Gopalan · Emily Casleton
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Workshop
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Variational Inference in Similarity Spaces: A Bayesian Approach to Personalized Federated Learning
Pedro Henrique Barros · Fabricio Murai · Amir Houmansadr · Alejandro C. Frery · Heitor Filho
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Poster
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Thu 16:30
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FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation
Xiang Liu · Liangxi Liu · Feiyang Ye · Yunheng Shen · Xia Li · Linshan Jiang · Jialin Li
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Affinity Event
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Automated Localization & Segmentation of Brain Tumors Using Attention-Enhanced U-Net
Somayeh Davar · Thomas Fevens
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Workshop
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Sun 10:00
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Harish Karthikeyan & Antigoni Polychroniadou. OPA: One-shot Private Aggregation with Single Client Interaction and its Applications to Federated Learning
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Poster
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Wed 11:00
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pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning
Jiaqi Wang · Qi Li · Lingjuan Lyu · Fenglong Ma
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Poster
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Thu 16:30
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One-to-Multiple: A Progressive Style Transfer Unsupervised Domain-Adaptive Framework for Kidney Tumor Segmentation
Kai Hu · JinHao Li · Yuan Zhang · Xiongjun Ye · Xieping Gao
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Affinity Event
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Robust Split-Federated Learning model Using Co-learning mechanism for Medical Image Segmentation
Zahra Hafezi · Hadi Hadizadeh · Parvaneh Saeedi
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Workshop
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Diversity-Based Two-Phase Pruning Strategy for Maximizing Image Segmentation Generalization with applications in Transmission Electron Microscopy
ZE-WEI YE · HUNG-WEI HSUEH · Shu-han Hsu
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