2023
Learning To Generate Image Embeddings With User-Level Differential Privacy
CVPR 2023poster
Small on-device models have been successfully trained with user-level differential privacy (DP) for next word prediction and image classification tasks in the past. However, existing methods can fail when directly applied to learn embedding models using supervised training data with a large class sp…