| Handling Data Heterogeneity in Federated Learning via Knowledge Distillation and Fusion | Jul 23, 2022 | Data-free Knowledge DistillationFairness | CodeCode Available | 0 |
| CDFKD-MFS: Collaborative Data-free Knowledge Distillation via Multi-level Feature Sharing | May 24, 2022 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 0 |
| Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt | May 16, 2022 | Data-free Knowledge DistillationKnowledge Distillation | —Unverified | 0 |
| Fine-tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning | Mar 17, 2022 | Data-free Knowledge DistillationFederated Learning | CodeCode Available | 1 |
| ZeroGen: Efficient Zero-shot Learning via Dataset Generation | Feb 16, 2022 | Data-free Knowledge DistillationDataset Generation | CodeCode Available | 1 |
| FedDTG:Federated Data-Free Knowledge Distillation via Three-Player Generative Adversarial Networks | Jan 10, 2022 | Data-free Knowledge DistillationFederated Learning | —Unverified | 0 |
| Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay | Jan 9, 2022 | Data-free Knowledge Distillationimage-classification | CodeCode Available | 1 |
| Conditional Generative Data-free Knowledge Distillation | Dec 31, 2021 | Conditional Image GenerationData-free Knowledge Distillation | —Unverified | 0 |
| Data-Free Knowledge Transfer: A Survey | Dec 31, 2021 | Data-free Knowledge DistillationDomain Adaptation | —Unverified | 0 |
| Up to 100 Faster Data-free Knowledge Distillation | Dec 12, 2021 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 1 |
| Towards Data-Free Domain Generalization | Oct 9, 2021 | Data-free Knowledge DistillationDomain Generalization | CodeCode Available | 0 |
| Data-Free Knowledge Distillation for Image Super-Resolution | Jun 19, 2021 | Data-free Knowledge DistillationImage Super-Resolution | CodeCode Available | 0 |
| Data-Free Knowledge Distillation for Heterogeneous Federated Learning | May 20, 2021 | Data-free Knowledge DistillationFederated Learning | CodeCode Available | 1 |
| Contrastive Model Inversion for Data-Free Knowledge Distillation | May 18, 2021 | Contrastive LearningData-free Knowledge Distillation | CodeCode Available | 1 |
| Dual Discriminator Adversarial Distillation for Data-free Model Compression | Apr 12, 2021 | Data-free Knowledge DistillationKnowledge Distillation | —Unverified | 0 |
| Data-Free Knowledge Distillation with Soft Targeted Transfer Set Synthesis | Apr 10, 2021 | Data-free Knowledge DistillationKnowledge Distillation | —Unverified | 0 |
| Training Generative Adversarial Networks in One Stage | Feb 28, 2021 | Data-free Knowledge DistillationImage Generation | CodeCode Available | 1 |
| Generative Adversarial Simulator | Nov 23, 2020 | Data-free Knowledge DistillationKnowledge Distillation | —Unverified | 0 |
| Effectiveness of Arbitrary Transfer Sets for Data-free Knowledge Distillation | Nov 18, 2020 | Data-free Knowledge DistillationKnowledge Distillation | —Unverified | 0 |
| Robustness and Diversity Seeking Data-Free Knowledge Distillation | Nov 7, 2020 | Data-free Knowledge DistillationDiversity | CodeCode Available | 0 |
| Data-free Knowledge Distillation for Segmentation using Data-Enriching GAN | Nov 2, 2020 | Data-free Knowledge DistillationDiversity | CodeCode Available | 0 |
| MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation | May 6, 2020 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 1 |
| DeGAN : Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier | Dec 27, 2019 | Data-free Knowledge DistillationIncremental Learning | —Unverified | 0 |
| Knowledge Extraction with No Observable Data | Dec 1, 2019 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 0 |
| Data-Free Knowledge Distillation for Deep Neural Networks | Oct 19, 2017 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 2 |
