| Towards Lifelong Few-Shot Customization of Text-to-Image Diffusion | Nov 8, 2024 | Data-free Knowledge DistillationKnowledge Distillation | —Unverified | 0 |
| Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation | Oct 23, 2024 | Data-free Knowledge DistillationDiversity | CodeCode Available | 0 |
| Leveraging Foundation Models for Efficient Federated Learning in Resource-restricted Edge Networks | Sep 14, 2024 | Data-free Knowledge DistillationFederated Learning | —Unverified | 0 |
| EchoDFKD: Data-Free Knowledge Distillation for Cardiac Ultrasound Segmentation using Synthetic Data | Sep 11, 2024 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 1 |
| DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture | Sep 5, 2024 | Data-free Knowledge DistillationDenoising | CodeCode Available | 1 |
| Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning | Sep 2, 2024 | Continual LearningContrastive Learning | CodeCode Available | 1 |
| Distilling Vision-Language Foundation Models: A Data-Free Approach via Prompt Diversification | Jul 21, 2024 | Data-free Knowledge DistillationImage Generation | —Unverified | 0 |
| Small Scale Data-Free Knowledge Distillation | Jun 12, 2024 | Data-free Knowledge DistillationGenerative Adversarial Network | CodeCode Available | 1 |
| Mind the Gap Between Synthetic and Real: Utilizing Transfer Learning to Probe the Boundaries of Stable Diffusion Generated Data | May 6, 2024 | Data-free Knowledge DistillationKnowledge Distillation | —Unverified | 0 |
| FedTAD: Topology-aware Data-free Knowledge Distillation for Subgraph Federated Learning | Apr 22, 2024 | Data-free Knowledge DistillationFederated Learning | —Unverified | 0 |