Align Your Latents: High-Resolution Video Synthesis with Latent Diffusion Models
Andreas Blattmann, Robin Rombach, Huan Ling, Tim Dockhorn, Seung Wook Kim, Sanja Fidler, Karsten Kreis
2023Year
725Top-tier citations
Abstract
A horse galloping through van Gogh's 'Starry Night'" "A dog wearing virtual reality goggles in sunset, 4k, high resolution" "The Orient Express driving through a fantasy landscape, animated oil on canvas" * Equal contribution. † Andreas, Robin and Tim did the work during internships at NVIDIA.
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Install the CLIlune papers fulltext d06dc5f3-5eba-4495-a000-d9e367f4c317Cited by top-tier papers725
- SDXL: Improving Latent Diffusion Models for High-Resolution Image SynthesisDustin Podell, Zion English, Kyle Lacey, Andreas Blattmann et al.ICLR 2024 · 4,569 citations
- Scaling Rectified Flow Transformers for High-Resolution Image SynthesisPatrick Esser, Sumith Kulal, Andreas Blattmann, Rahim Entezari et al.ICML 2024 · 3,620 citations
- AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific TuningYuwei Guo, Ceyuan Yang, Anyi Rao, Zhengyang Liang et al.ICLR 2024 · 1,493 citations
- MVDream: Multi-view Diffusion for 3D GenerationYichun Shi, Peng Wang, Jianglong Ye, Long Mai et al.ICLR 2024 · 973 citations
- Self Forcing: Bridging the Train-Test Gap in Autoregressive Video DiffusionXun Huang, Zhengqi Li, Guande He, Mingyuan Zhou et al.NeurIPS 2025 · 628 citations
Builds on49
- Learning Transferable Visual Models From Natural Language SupervisionAlec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh et al.ICML 2021 · 47,906 citations
- Denoising Diffusion Probabilistic ModelsJonathan Ho, Ajay Jain, Pieter AbbeelNeurIPS 2020 · 35,902 citations
- Diffusion Models Beat GANs on Image SynthesisPrafulla Dhariwal, Alexander Quinn NicholNeurIPS 2021 · 13,211 citations
- High-Resolution Image Synthesis with Latent Diffusion ModelsRobin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser et al.CVPR 2022 · 13,123 citations
- Denoising Diffusion Implicit ModelsJiaming Song, Chenlin Meng, Stefano ErmonICLR 2021 · 11,743 citations
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