Autoencoder

المُرمِّز الذاتي

بنية عصبية تتكون من مُرمِّز يضغط المدخلات ومفكّ ترميز يُعيد بناءها، تتعلّم تمثيلاً كامناً مضغوطاً يحافظ على المعلومات الجوهرية.

A neural architecture consisting of an encoder that compresses inputs and a decoder that reconstructs them, learning a compressed latent representation that preserves essential information.

Also translated asالترميز التلقائي، المرمّز التلقائي، المرمّز الذاتي الموازن للبيانات، المشفِّر الذاتي، نموذج الضغط وإعادة البناء الذاتي

First appears in this corpus in: On Lines and Planes of Closest Fit to Systems of Points in Space (1901)

Appears in these papers

BEiT: BERT Pre-Training of Image Transformers2021 in the sky ✦
Unsupervised Visual Representation Learning by Context Prediction2015 in the sky ✦
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks2015 in the sky ✦
Reducing the Dimensionality of Data with Neural Networks2006 in the sky ✦
Reducing the Dimensionality of Data with Neural Networks2006 in the sky ✦
Extracting and Composing Robust Features with Denoising Autoencoders2008 in the sky ✦
Extracting and Composing Robust Features with Denoising Autoencoders2008 in the sky ✦
Mastering Diverse Domains Through World Models2023 in the sky ✦
Are Emergent Abilities of Large Language Models a Mirage?2023 in the sky ✦
Gaussian Error Linear Units (GELUs)2016 in the sky ✦
Curiosity-Driven Exploration by Self-Supervised Prediction2017 in the sky ✦
Jukebox: A Generative Model for Music2020 in the sky ✦
Optimizing Neural Networks with Kronecker-Factored Approximate Curvature2015 in the sky ✦
High-Resolution Image Synthesis with Latent Diffusion Models2022 in the sky ✦
On Lines and Planes of Closest Fit to Systems of Points in Space1901 in the sky ✦
Pixel Recurrent Neural Networks2016 in the sky ✦
Representation Learning: A Review and New Perspectives2013 in the sky ✦
Representation Learning: A Review and New Perspectives2013 in the sky ✦
Video Generation Models as World Simulators2024 in the sky ✦
Emergence of Simple-Cell Receptive Field Properties by Learning a Sparse Code for Natural Images1996 in the sky ✦
Auto-Encoding Variational Bayes2013 in the sky ✦
Neural Discrete Representation Learning2017 in the sky ✦
Neural Discrete Representation Learning2017 in the sky ✦
World Models2018 in the sky ✦