Instance Normalization
تسوية النسخة
أسلوب تسوية يحسب الإحصاءات عبر الأبعاد المكانية فقط لكل قناة في كل مثال على حدة. يُستخدم بشكل رئيسي في مهام نقل الأسلوب الفني.
A normalization method that computes statistics across spatial dimensions only, per channel, per example. Primarily used in style transfer tasks.
Also translated asتسوية الحالة الفردية، Instance Norm
First appears in this corpus in: Layer Normalization (2016)
Appears in these papers
- Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks2017in the sky ✦
- Layer Normalization2016in the sky ✦
- A Time Series Is Worth 64 Words: Long-Term Forecasting with Transformers2023in the sky ✦
- A Time Series Is Worth 64 Words: Long-Term Forecasting with Transformers2023in the sky ✦
- Progressive Growing of GANs for Improved Quality, Stability, and Variation2018in the sky ✦
- RAFT: Recurrent All-Pairs Field Transforms for Optical Flow2020in the sky ✦
- RAFT: Recurrent All-Pairs Field Transforms for Optical Flow2020in the sky ✦
- Generative Modeling by Estimating Gradients of the Data Distribution2019in the sky ✦
- A Style-Based Generator Architecture for Generative Adversarial Networks2019in the sky ✦
- Analyzing and Improving the Image Quality of StyleGAN2020in the sky ✦