Denoising
إزالة الضوضاء
عملية التنبؤ بالضوضاء المُضافة إلى بيانات وإزالتها لاسترجاع الإشارة الأصلية، وهي الخطوة الجوهرية في نماذج الانتشار.
The process of predicting and removing noise added to data to recover the original signal — the core operation in diffusion models.
Also translated asإزالة الشوائب الحسابية، استعادة الإشارة الأصلية، تنقية الإشارة، كشط الضوضاء
First appears in this corpus in: Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images (1984)
Appears in these papers
- Classifier-Free Diffusion Guidance2022in the sky ✦
- Classifier-Free Diffusion Guidance2022in the sky ✦
- Consistency Models2023in the sky ✦
- Denoising Diffusion Implicit Models2021in the sky ✦
- Denoising Diffusion Implicit Models2021in the sky ✦
- Denoising Diffusion Probabilistic Models2020in the sky ✦
- Denoising Diffusion Probabilistic Models2020in the sky ✦
- Extracting and Composing Robust Features with Denoising Autoencoders2008in the sky ✦
- K-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation2006in the sky ✦
- K-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation2006in the sky ✦
- Diffusion Models Beat GANs on Image Synthesis2021in the sky ✦
- Diffusion Models Beat GANs on Image Synthesis2021in the sky ✦
- Diffusion Policy: Visuomotor Policy Learning via Action Diffusion2023in the sky ✦
- Diffusion Policy: Visuomotor Policy Learning via Action Diffusion2023in the sky ✦
- Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images1984in the sky ✦
- GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models2021in the sky ✦
- GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models2021in the sky ✦
- Imagen: Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding2022in the sky ✦
- Imagen: Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding2022in the sky ✦
- High-Resolution Image Synthesis with Latent Diffusion Models2022in the sky ✦
- Generative Modeling by Estimating Gradients of the Data Distribution2019in the sky ✦
- Generative Modeling by Estimating Gradients of the Data Distribution2019in the sky ✦
- Video Generation Models as World Simulators2024in the sky ✦
- Video Generation Models as World Simulators2024in the sky ✦
- Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer2019in the sky ✦