| Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation | Sep 21, 2022 | 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 |
| Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt | May 16, 2022 | Data-free Knowledge DistillationKnowledge Distillation | —Unverified | 0 |
| Sampling to Distill: Knowledge Transfer from Open-World Data | Jul 31, 2023 | Data-free Knowledge DistillationKnowledge Distillation | —Unverified | 0 |
| Towards Lifelong Few-Shot Customization of Text-to-Image Diffusion | Nov 8, 2024 | Data-free Knowledge DistillationKnowledge Distillation | —Unverified | 0 |
| Customizing Synthetic Data for Data-Free Student Learning | Jul 10, 2023 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 0 |
| Dynamic Data-Free Knowledge Distillation by Easy-to-Hard Learning Strategy | Aug 29, 2022 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 0 |
| Handling Data Heterogeneity in Federated Learning via Knowledge Distillation and Fusion | Jul 23, 2022 | Data-free Knowledge DistillationFairness | CodeCode Available | 0 |
| Does Training with Synthetic Data Truly Protect Privacy? | Feb 18, 2025 | Data-free Knowledge DistillationDataset Distillation | CodeCode Available | 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 for Image Super-Resolution | Jun 19, 2021 | Data-free Knowledge DistillationImage Super-Resolution | CodeCode Available | 0 |
| Data-free Knowledge Distillation for Fine-grained Visual Categorization | Apr 18, 2024 | Data-free Knowledge DistillationFine-Grained Visual Categorization | CodeCode Available | 0 |
| Data-free Knowledge Distillation for Segmentation using Data-Enriching GAN | Nov 2, 2020 | Data-free Knowledge DistillationDiversity | CodeCode Available | 0 |
| Robustness and Diversity Seeking Data-Free Knowledge Distillation | Nov 7, 2020 | Data-free Knowledge DistillationDiversity | 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 |
| Knowledge Extraction with No Observable Data | Dec 1, 2019 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 0 |
| DAD++: Improved Data-free Test Time Adversarial Defense | Sep 10, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Large-Scale Data-Free Knowledge Distillation for ImageNet via Multi-Resolution Data Generation | Nov 26, 2024 | Data-free Knowledge DistillationDiversity | CodeCode Available | 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 |
| Teacher as a Lenient Expert: Teacher-Agnostic Data-Free Knowledge Distillation | Feb 18, 2024 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 0 |
| Hybrid Data-Free Knowledge Distillation | Dec 18, 2024 | Data-free Knowledge DistillationGenerative Adversarial Network | CodeCode Available | 0 |
| Towards Data-Free Domain Generalization | Oct 9, 2021 | Data-free Knowledge DistillationDomain Generalization | CodeCode Available | 0 |
| Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation | Oct 23, 2024 | Data-free Knowledge DistillationDiversity | CodeCode Available | 0 |
| AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation | Mar 11, 2024 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 0 |
| Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed Environments | May 26, 2025 | Data-free Knowledge DistillationFederated Learning | CodeCode Available | 0 |
