CelebA

200k celebrity face images annotated with 40 binary attributes and facial landmarks.

Papers using CelebA (18)

Exploring CKKS Parameter Trade-offs for Privacy-Preserving Personalized Federated Learning2026Distributed Deep Variational Approach for Privacy-preserving Data Release2026Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning2026Privacy-Preserving Federated Learning with Verifiable Fairness Guarantees2026PRISM: Privacy-Preserving Improved Stochastic Masking for Federated Generative Models2025TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients2024 · 6 citesFedGAN: Federated Generative Adversarial Networks for Distributed Data2020 · 29 citesAggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization2022 · 4 citesDPD-fVAE: Synthetic Data Generation Using Federated Variational Autoencoders With Differentially-Private Decoder2022 · 4 citesCANIFE: Crafting Canaries for Empirical Privacy Measurement in Federated Learning2022 · 3 citesFairness-aware Federated Minimax Optimization with Convergence Guarantee2023 · 2 citesJointly Exploring Client Drift and Catastrophic Forgetting in Dynamic Learning2023 · 2 citesPersonalized Decentralized Multi-Task Learning Over Dynamic Communication Graphs2022CollaFuse: Collaborative Diffusion Models2024FedDM: Enhancing Communication Efficiency and Handling Data Heterogeneity in Federated Diffusion Models2024Meta-Learning for Federated Face Recognition in Imbalanced Data Regimes2024Distributed Learning for UAV Swarms2024Perfectly Accurate Membership Inference by a Dishonest Central Server in Federated Learning2022