| FedD2S: Personalized Data-Free Federated Knowledge Distillation | Feb 16, 2024 | Data-free Knowledge DistillationFairness | —Unverified | 0 |
| Data-Free Distillation of Language Model by Text-to-Text Transfer | Nov 3, 2023 | Data-free Knowledge DistillationDiversity | —Unverified | 0 |
| Cross-feature Contrastive Loss for Decentralized Deep Learning on Heterogeneous Data | Oct 24, 2023 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 0 |
| Data-Free Knowledge Distillation Using Adversarially Perturbed OpenGL Shader Images | Oct 20, 2023 | Data AugmentationData-free Knowledge Distillation | —Unverified | 0 |
| NAYER: Noisy Layer Data Generation for Efficient and Effective Data-free Knowledge Distillation | Sep 30, 2023 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 1 |
| DFRD: Data-Free Robustness Distillation for Heterogeneous Federated Learning | Sep 24, 2023 | Data-free Knowledge DistillationDiversity | —Unverified | 0 |
| DAD++: Improved Data-free Test Time Adversarial Defense | Sep 10, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Prompt2Model: Generating Deployable Models from Natural Language Instructions | Aug 23, 2023 | Data-free Knowledge DistillationDataset Generation | CodeCode Available | 4 |
| Sampling to Distill: Knowledge Transfer from Open-World Data | Jul 31, 2023 | Data-free Knowledge DistillationKnowledge Distillation | —Unverified | 0 |
| Mitigating Cross-client GANs-based Attack in Federated Learning | Jul 25, 2023 | Data-free Knowledge DistillationFederated Learning | —Unverified | 0 |
| Distribution Shift Matters for Knowledge Distillation with Webly Collected Images | Jul 21, 2023 | Contrastive LearningData-free Knowledge Distillation | —Unverified | 0 |
| Customizing Synthetic Data for Data-Free Student Learning | Jul 10, 2023 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 0 |
| Revisiting Data-Free Knowledge Distillation with Poisoned Teachers | Jun 4, 2023 | Backdoor Defense for Data-Free Distillation with Poisoned TeachersData-free Knowledge Distillation | CodeCode Available | 1 |
| Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation? | May 22, 2023 | Data-free Knowledge DistillationFew-Shot Learning | CodeCode Available | 1 |
| Feature-Rich Audio Model Inversion for Data-Free Knowledge Distillation Towards General Sound Classification | Mar 14, 2023 | Data-free Knowledge DistillationKnowledge Distillation | —Unverified | 0 |
| NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging | Mar 9, 2023 | Data-free Knowledge DistillationFew-Shot Object Detection | —Unverified | 0 |
| Learning to Retain while Acquiring: Combating Distribution-Shift in Adversarial Data-Free Knowledge Distillation | Feb 28, 2023 | Data-free Knowledge DistillationKnowledge Distillation | —Unverified | 0 |
| Explicit and Implicit Knowledge Distillation via Unlabeled Data | Feb 17, 2023 | Data-free Knowledge DistillationKnowledge Distillation | —Unverified | 0 |
| Synthetic data generation method for data-free knowledge distillation in regression neural networks | Jan 11, 2023 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 0 |
| Data-Free Knowledge Distillation via Feature Exchange and Activation Region Constraint | Jan 1, 2023 | Data AugmentationData-free Knowledge Distillation | CodeCode Available | 1 |
| Completely Heterogeneous Federated Learning | Oct 28, 2022 | Data-free Knowledge DistillationFederated Learning | —Unverified | 0 |
| ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback | Oct 22, 2022 | Data-free Knowledge DistillationDataset Generation | CodeCode Available | 1 |
| Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation | Sep 21, 2022 | Data-free Knowledge DistillationKnowledge Distillation | —Unverified | 0 |
| Dynamic Data-Free Knowledge Distillation by Easy-to-Hard Learning Strategy | Aug 29, 2022 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 0 |
| Dense Depth Distillation with Out-of-Distribution Simulated Images | Aug 26, 2022 | Data-free Knowledge DistillationDepth Estimation | —Unverified | 0 |
