| Customizing Synthetic Data for Data-Free Student Learning | Jul 10, 2023 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 0 | 5 |
| DAD++: Improved Data-free Test Time Adversarial Defense | Sep 10, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 | 5 |
| Data-free Knowledge Distillation for Segmentation using Data-Enriching GAN | Nov 2, 2020 | Data-free Knowledge DistillationDiversity | CodeCode Available | 0 | 5 |
| Data-free Knowledge Distillation for Fine-grained Visual Categorization | Apr 18, 2024 | Data-free Knowledge DistillationFine-Grained Visual Categorization | CodeCode Available | 0 | 5 |
| Data-Free Knowledge Distillation for Image Super-Resolution | Jun 19, 2021 | Data-free Knowledge DistillationImage Super-Resolution | CodeCode Available | 0 | 5 |
| Handling Data Heterogeneity in Federated Learning via Knowledge Distillation and Fusion | Jul 23, 2022 | Data-free Knowledge DistillationFairness | CodeCode Available | 0 | 5 |
| Dynamic Data-Free Knowledge Distillation by Easy-to-Hard Learning Strategy | Aug 29, 2022 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 0 | 5 |
| Hybrid Data-Free Knowledge Distillation | Dec 18, 2024 | Data-free Knowledge DistillationGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| Knowledge Extraction with No Observable Data | Dec 1, 2019 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 0 | 5 |
| Large-Scale Data-Free Knowledge Distillation for ImageNet via Multi-Resolution Data Generation | Nov 26, 2024 | Data-free Knowledge DistillationDiversity | CodeCode Available | 0 | 5 |
| Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed Environments | May 26, 2025 | Data-free Knowledge DistillationFederated Learning | CodeCode Available | 0 | 5 |
| Robustness and Diversity Seeking Data-Free Knowledge Distillation | Nov 7, 2020 | Data-free Knowledge DistillationDiversity | CodeCode Available | 0 | 5 |
| Synthetic data generation method for data-free knowledge distillation in regression neural networks | Jan 11, 2023 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 0 | 5 |
| Teacher as a Lenient Expert: Teacher-Agnostic Data-Free Knowledge Distillation | Feb 18, 2024 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 0 | 5 |
| Towards Data-Free Domain Generalization | Oct 9, 2021 | Data-free Knowledge DistillationDomain Generalization | CodeCode Available | 0 | 5 |
| Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation | Oct 23, 2024 | Data-free Knowledge DistillationDiversity | CodeCode Available | 0 | 5 |
| HFedCKD: Toward Robust Heterogeneous Federated Learning via Data-free Knowledge Distillation and Two-way Contrast | Mar 9, 2025 | Data-free Knowledge DistillationFederated Learning | —Unverified | 0 | 0 |
| Data-Free Distillation of Language Model by Text-to-Text Transfer | Nov 3, 2023 | Data-free Knowledge DistillationDiversity | —Unverified | 0 | 0 |
| Dense Depth Distillation with Out-of-Distribution Simulated Images | Aug 26, 2022 | Data-free Knowledge DistillationDepth Estimation | —Unverified | 0 | 0 |
| Distribution Shift Matters for Knowledge Distillation with Webly Collected Images | Jul 21, 2023 | Contrastive LearningData-free Knowledge Distillation | —Unverified | 0 | 0 |
| Conditional Generative Data-free Knowledge Distillation | Dec 31, 2021 | Conditional Image GenerationData-free Knowledge Distillation | —Unverified | 0 | 0 |
| Knowledge Migration Framework for Smart Contract Vulnerability Detection | Dec 15, 2024 | Data-free Knowledge DistillationKnowledge Distillation | —Unverified | 0 | 0 |
| Completely Heterogeneous Federated Learning | Oct 28, 2022 | Data-free Knowledge DistillationFederated Learning | —Unverified | 0 | 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 | 0 |
| Leveraging Foundation Models for Efficient Federated Learning in Resource-restricted Edge Networks | Sep 14, 2024 | Data-free Knowledge DistillationFederated Learning | —Unverified | 0 | 0 |
