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05/09/2023
Privacy-Preserving Collaborative Chinese Text Recognition with Federated Learning
In Chinese text recognition, to compensate for the insufficient local da...
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05/06/2023
Exploring One-shot Semi-supervised Federated Learning with A Pre-trained Diffusion Model
Federated learning is a privacy-preserving collaborative learning approa...
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11/15/2022
Cross-domain Federated Adaptive Prompt Tuning for CLIP
Federated learning (FL) allows multiple parties to collaboratively train...
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10/04/2022
Domain Discrepancy Aware Distillation for Model Aggregation in Federated Learning
Knowledge distillation has recently become popular as a method of model ...
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06/30/2022
Cross-domain Federated Object Detection
Detection models trained by one party (server) may face severe performan...
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04/26/2022