Check our latest work DeepCache, a training-free and almost loessless method for diffusion model acceleration. It can be viewed as a special pruning technique that dynamically drops deep layers and ...

[2024.09.26] 👏👏👏 Our paper has been accepted to NeurIPS 2024!!! [2024.06.06] 🔥🔥🔥 We are excited to release the code for Open-Sora Plan v1.1.0. Thanks to the authors for open-sourcing the awesome ...

Abstract: Diffusion models have made significant progress in current image generation tasks, thus becoming a prominent area of research. Diffusion models necessitate repetitive iterations on minimally ...

Abstract: Image denoising is a fundamental problem in computational photography, where achieving high perception with low distortion is highly demanding. Current methods either struggle with ...

If you find this code useful in your research, please cite: @article{cohan2024flexible, title={Flexible Motion In-betweening with Diffusion Models}, author={Cohan, Setareh and Tevet, Guy and Reda, ...

The history of human progress is, in many ways, the history of technology’s diffusion. Among these advances, a few—what economists call general-purpose technologies—have had the greatest impact on ...

Abstract: Diffusion models are a type of generative deep learning model that can process medical images more efficiently than traditional generative models. They have been applied to several medical ...

Abstract: Free-form inpainting is the task of adding new content to an image in the regions specified by an arbitrary binary mask. Most existing approaches train for a certain distribution of masks, ...

Abstract: Brain network analysis plays an increasingly important role in studying brain function and the exploring of disease mechanisms. However, existing brain network construction tools have some ...

We explore a new class of diffusion models based on the transformer architecture. We train latent diffusion models of images, replacing the commonly-used U-Net backbone with a transformer that ...

Join CBBC's Shereen Cutkelvin on Wednesday 17 December for a livestream quiz to schools across the UK. Can you work out which celebrity images are real or AI?

Diffusion policy exhibits promising multimodal property and distributional expressivity in robotic field, while not ready for real-time end-to-end autonomous driving in more dynamic and open-world ...