Diffusion Model is Effectively Its Own Teacher
Xinyin Ma, Runpeng Yu, Songhua Liu, Gongfan Fang, Xinchao Wang
2025年份
4顶会引用
摘要
DiT-XL/2 For ImageNet 512×512 (b) Stable Diffusion v1.5 Figure 1. Generated Images before (left) and after (right) our proposed self-distillation framework on DiT-XL/2 for ImageNet 512⇥512 and Stable Diffusion v1.5 with 10 DDIM sampling steps.
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引用它的顶会 Paper4
- SRA 2: Variational Autoencoder Self-Representation Alignment for Efficient Diffusion TrainingMengmeng Wang, Dengyang Jiang, Liuzhuozheng Li, Yucheng Lin 等CVPR 2026 · 被引用 9 次
- Fast3Dcache: Training-free 3D Geometry Synthesis AccelerationMengyu Yang, Yanming Yang, Chenyi Xu, Chenxi Song 等CVPR 2026 · 被引用 4 次
- FRAMER: Frequency-Aligned Self-Distillation with Adaptive Modulation Leveraging Diffusion Priors for Real-World Image Super-ResolutionSeungho Choi, Jeahun Sung, Jihyong OhCVPR 2026 · 被引用 3 次
- 2ndMatch: Finetuning Pruned Diffusion Models via Second-Order Jacobian MatchingCaleb Zheng, Eli ShlizermanCVPR 2026
它引用的顶会 Paper41
- Denoising Diffusion Probabilistic ModelsJonathan Ho, Ajay Jain, Pieter AbbeelNeurIPS 2020 · 被引用 35,902 次
- High-Resolution Image Synthesis with Latent Diffusion ModelsRobin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser 等CVPR 2022 · 被引用 13,123 次
- Denoising Diffusion Implicit ModelsJiaming Song, Chenlin Meng, Stefano ErmonICLR 2021 · 被引用 11,743 次
- Photorealistic Text-to-Image Diffusion Models with Deep Language UnderstandingChitwan Saharia, William Chan, Saurabh Saxena, Lala Li 等NeurIPS 2022 · 被引用 8,965 次
- Scalable Diffusion Models with TransformersWilliam Peebles, Saining XieICCV 2023 · 被引用 5,568 次
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