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20192026
most citedReal-World Image Datasets for Federated Learning

68 citations · 78 across the 7 of their papers we have counts for

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cs.CL2026

InfoShield: Privacy-Preserving Speech Representations for Mental Health Screening via Information-Theoretic Optimization

Xueyang Wu, Siyuan Liu, Kezhuo Yang +1

Speech-based mental health screening offers scalable depression detection, yet clinical deployment faces a significant barrier: users' privacy concerns about demographic informatio…