2.5 KiB
2.5 KiB
Federated Self-Supervised Learning
2022
| Title | Venue | Link |
|---|---|---|
| SSFL: Tackling Label Deficiency in Federated Learning via Personalized Self-Supervision | FL-AAAI | |
| Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering | ICML | pdf, code |
| Divergence-aware Federated Self-Supervised Learning | ICLR | |
| Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients | ICLR |
2021
| Title | Venue | Link |
|---|---|---|
| Collaborative unsupervised visual representation learning from decentralized data | ICCV |
2020
| Title | Venue | Link |
|---|---|---|
| Performance optimization of federated person re-identification via benchmark analysis | MM | |
| Federated Self-Supervised Learning of Multi-Sensor Representations for Embedded Intelligence | IEEE IoT-J | |
| Federated unsupervised representation learning | Arxiv | |
| Towards utilizing unlabeled data in federated learning: A survey and prospective | Arxiv | |
| Towards federated unsupervised representation learning | EdgeSys |