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• Prototype Guided Federated Learning of Visual Feature Representations
  2021 · 25 citations
• Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries
  2018 · 20 citations
• pMCT: Patched Multi-Condition Training for Robust Speech Recognition
  2022 · 7 citations
• DP-DyLoRA: Fine-Tuning Transformer-Based Models On-Device under Differentially Private Federated Learning using Dynamic Low-Rank Adaptation
  2024 · 3 citations
• Improving Head Pose Estimation with a Combined Loss and Bounding Box Margin Adjustment
  2019 · 2 citations
• DP-LAC: Lightweight Adaptive Clipping for Differentially Private Federated Fine-tuning of Language Models
  2026
• DisAgg: Distributed Aggregators for Efficient Secure Aggregation in Federated Learning
  2026
• Differentially Private Clustered Federated Learning with Privacy-Preserving Initialization and Normality-Driven Aggregation