Data-free Knowledge Distillation with Diffusion Models
Fuente:
arXiv
Saved in:
| Main Authors: | Qi, Xiaohua, Li, Renda, Peng, Long, Ling, Qiang, Yu, Jun, Chen, Ziyi, Chang, Peng, Han, Mei, Xiao, Jing |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
EasyGenNet: An Efficient Framework for Audio-Driven Gesture Video Generation Based on Diffusion Model
by: Li, Renda, et al.
Published: (2025)
by: Li, Renda, et al.
Published: (2025)
Data-free Knowledge Distillation for Fine-grained Visual Categorization
by: Shao, Renrong, et al.
Published: (2024)
by: Shao, Renrong, et al.
Published: (2024)
De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts
by: Wang, Yuzheng, et al.
Published: (2024)
by: Wang, Yuzheng, et al.
Published: (2024)
Vision-Language-Vision Auto-Encoder: Scalable Knowledge Distillation from Diffusion Models
by: Zhang, Tiezheng, et al.
Published: (2025)
by: Zhang, Tiezheng, et al.
Published: (2025)
Embedding Watermarks in Diffusion Process for Model Intellectual Property Protection
by: Yang, Jijia, et al.
Published: (2024)
by: Yang, Jijia, et al.
Published: (2024)
From Structure to Detail: Hierarchical Distillation for Efficient Diffusion Model
by: Cheng, Hanbo, et al.
Published: (2025)
by: Cheng, Hanbo, et al.
Published: (2025)
Veda: Scalable Video Diffusion via Distilled Sparse Attention
by: Han, Shihao, et al.
Published: (2026)
by: Han, Shihao, et al.
Published: (2026)
Holistic White-light Polyp Classification via Alignment-free Dense Distillation of Auxiliary Optical Chromoendoscopy
by: Hu, Qiang, et al.
Published: (2025)
by: Hu, Qiang, et al.
Published: (2025)
Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation
by: Peng, Sen, et al.
Published: (2024)
by: Peng, Sen, et al.
Published: (2024)
FreeTuner: Any Subject in Any Style with Training-free Diffusion
by: Xu, Youcan, et al.
Published: (2024)
by: Xu, Youcan, et al.
Published: (2024)
Pairing-free Group-level Knowledge Distillation for Robust Gastrointestinal Lesion Classification in White-Light Endoscopy
by: Hu, Qiang, et al.
Published: (2026)
by: Hu, Qiang, et al.
Published: (2026)
Teacher-Guided Student Self-Knowledge Distillation Using Diffusion Model
by: Wang, Yu, et al.
Published: (2026)
by: Wang, Yu, et al.
Published: (2026)
Hybrid Data-Free Knowledge Distillation
by: Tang, Jialiang, et al.
Published: (2024)
by: Tang, Jialiang, et al.
Published: (2024)
NAYER: Noisy Layer Data Generation for Efficient and Effective Data-free Knowledge Distillation
by: Tran, Minh-Tuan, et al.
Published: (2023)
by: Tran, Minh-Tuan, et al.
Published: (2023)
CAT: Contrastive Adversarial Training for Evaluating the Robustness of Protective Perturbations in Latent Diffusion Models
by: Peng, Sen, et al.
Published: (2025)
by: Peng, Sen, et al.
Published: (2025)
Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks
by: Yu, Kairong, et al.
Published: (2025)
by: Yu, Kairong, et al.
Published: (2025)
Bitrate-Controlled Diffusion for Disentangling Motion and Content in Video
by: Li, Xiao, et al.
Published: (2025)
by: Li, Xiao, et al.
Published: (2025)
Pluggable Pruning with Contiguous Layer Distillation for Diffusion Transformers
by: Ma, Jian, et al.
Published: (2025)
by: Ma, Jian, et al.
Published: (2025)
Ouroboros-Diffusion: Exploring Consistent Content Generation in Tuning-free Long Video Diffusion
by: Chen, Jingyuan, et al.
Published: (2025)
by: Chen, Jingyuan, et al.
Published: (2025)
Data-free Distillation with Degradation-prompt Diffusion for Multi-weather Image Restoration
by: Wang, Pei, et al.
Published: (2024)
by: Wang, Pei, et al.
Published: (2024)
Balance Divergence for Knowledge Distillation
by: Qi, Yafei, et al.
Published: (2025)
by: Qi, Yafei, et al.
Published: (2025)
Revealing the Power of Post-Training for Small Language Models via Knowledge Distillation
by: Rang, Miao, et al.
Published: (2025)
by: Rang, Miao, et al.
Published: (2025)
LineArt: A Knowledge-guided Training-free High-quality Appearance Transfer for Design Drawing with Diffusion Model
by: Wang, Xi, et al.
Published: (2024)
by: Wang, Xi, et al.
Published: (2024)
Marine Saliency Segmenter: Object-Focused Conditional Diffusion with Region-Level Semantic Knowledge Distillation
by: Chang, Laibin, et al.
Published: (2025)
by: Chang, Laibin, et al.
Published: (2025)
Distribution-Aware Data Expansion with Diffusion Models
by: Zhu, Haowei, et al.
Published: (2024)
by: Zhu, Haowei, et al.
Published: (2024)
When Model Knowledge meets Diffusion Model: Diffusion-assisted Data-free Image Synthesis with Alignment of Domain and Class
by: Kim, Yujin, et al.
Published: (2025)
by: Kim, Yujin, et al.
Published: (2025)
Sampling to Distill: Knowledge Transfer from Open-World Data
by: Wang, Yuzheng, et al.
Published: (2023)
by: Wang, Yuzheng, et al.
Published: (2023)
Task-Specific Knowledge Distillation from the Vision Foundation Model for Enhanced Medical Image Segmentation
by: Liang, Pengchen, et al.
Published: (2025)
by: Liang, Pengchen, et al.
Published: (2025)
Diverse Image Priors for Black-box Data-free Knowledge Distillation
by: Vo, Tri-Nhan, et al.
Published: (2026)
by: Vo, Tri-Nhan, et al.
Published: (2026)
Uncertainty-Aware Knowledge Distillation for Multimodal Large Language Models
by: Sun, Jingchen, et al.
Published: (2026)
by: Sun, Jingchen, et al.
Published: (2026)
Input-Aware Sparse Attention for Real-Time Co-Speech Video Generation
by: Lu, Beijia, et al.
Published: (2025)
by: Lu, Beijia, et al.
Published: (2025)
Heterogeneous Generative Knowledge Distillation with Masked Image Modeling
by: Wang, Ziming, et al.
Published: (2023)
by: Wang, Ziming, et al.
Published: (2023)
D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models
by: Jiang, Dengyang, et al.
Published: (2026)
by: Jiang, Dengyang, et al.
Published: (2026)
Adversarial Distribution Matching for Diffusion Distillation Towards Efficient Image and Video Synthesis
by: Lu, Yanzuo, et al.
Published: (2025)
by: Lu, Yanzuo, et al.
Published: (2025)
Simple and Fast Distillation of Diffusion Models
by: Zhou, Zhenyu, et al.
Published: (2024)
by: Zhou, Zhenyu, et al.
Published: (2024)
PRISM: Precision-Recall Informed Data-Free Knowledge Distillation via Generative Diffusion
by: He, Xuewan, et al.
Published: (2025)
by: He, Xuewan, et al.
Published: (2025)
Improving Cone-Beam CT Image Quality with Knowledge Distillation-Enhanced Diffusion Model in Imbalanced Data Settings
by: Hwang, Joonil, et al.
Published: (2024)
by: Hwang, Joonil, et al.
Published: (2024)
Select and Distill: Selective Dual-Teacher Knowledge Transfer for Continual Learning on Vision-Language Models
by: Yu, Yu-Chu, et al.
Published: (2024)
by: Yu, Yu-Chu, et al.
Published: (2024)
Prior Knowledge Distillation Network for Face Super-Resolution
by: Yang, Qiu, et al.
Published: (2024)
by: Yang, Qiu, et al.
Published: (2024)
CleanPose: Category-Level Object Pose Estimation via Causal Learning and Knowledge Distillation
by: Lin, Xiao, et al.
Published: (2025)
by: Lin, Xiao, et al.
Published: (2025)
Similar Items
-
EasyGenNet: An Efficient Framework for Audio-Driven Gesture Video Generation Based on Diffusion Model
by: Li, Renda, et al.
Published: (2025) -
Data-free Knowledge Distillation for Fine-grained Visual Categorization
by: Shao, Renrong, et al.
Published: (2024) -
De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts
by: Wang, Yuzheng, et al.
Published: (2024) -
Vision-Language-Vision Auto-Encoder: Scalable Knowledge Distillation from Diffusion Models
by: Zhang, Tiezheng, et al.
Published: (2025) -
Embedding Watermarks in Diffusion Process for Model Intellectual Property Protection
by: Yang, Jijia, et al.
Published: (2024)