Representation Learning

تعلم التمثيلات الرقمية

قدرة النماذج العميقة على اكتشاف واستخلاص الميزات والتمثيلات الدلالية ذاتياً دون تدخل بشري.

Also translated asالتعلم الذاتي للصياغة الدلالية، هندسة التمثيلات آلياً، تعلم التمثيلات

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

Appears in these papers

ALIGN: Scaling Up Visual and Vision-Language Representation Learning with Noisy Text Supervision2021 in the sky ✦
ALIGN: Scaling Up Visual and Vision-Language Representation Learning with Noisy Text Supervision2021 in the sky ✦
Mastering the Game of Go with Deep Neural Networks and Tree Search2016 in the sky ✦
Learning Representations by Back-Propagating Errors1986 in the sky ✦
Barlow Twins: Self-Supervised Learning via Redundancy Reduction2021 in the sky ✦
BLIP-2: Bootstrapping Language-Image Pre-Training with Frozen Image Encoders and Large Language Models2023 in the sky ✦
Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning2020 in the sky ✦
Unsupervised Visual Representation Learning by Context Prediction2015 in the sky ✦
A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence1956 in the sky ✦
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks2015 in the sky ✦
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks2015 in the sky ✦
Deep Learning2015 in the sky ✦
Deep Learning2015 in the sky ✦
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data2024 in the sky ✦
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data2024 in the sky ✦
K-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation2006 in the sky ✦
DINOv2: Learning Robust Visual Features Without Supervision2023 in the sky ✦
Learning Distributed Representations of Concepts1986 in the sky ✦
Face Recognition Using Eigenfaces1991 in the sky ✦
Enriching Word Vectors with Subword Information2017 in the sky ✦
Inductive Representation Learning on Large Graphs2017 in the sky ✦
A Time Series Is Worth 64 Words: Long-Term Forecasting with Transformers2023 in the sky ✦
A Time Series Is Worth 64 Words: Long-Term Forecasting with Transformers2023 in the sky ✦
On Lines and Planes of Closest Fit to Systems of Points in Space1901 in the sky ✦
Representation Learning: A Review and New Perspectives2013 in the sky ✦
Representation Learning: A Review and New Perspectives2013 in the sky ✦
Learning Phrase Representations Using RNN Encoder-Decoder for Statistical Machine Translation2014 in the sky ✦
Unsupervised Representation Learning by Predicting Image Rotations2018 in the sky ✦
Unsupervised Representation Learning by Predicting Image Rotations2018 in the sky ✦
A Simple Framework for Contrastive Learning of Visual Representations2020 in the sky ✦
SwAV: Unsupervised Learning of Visual Features by Contrasting Cluster Assignments2020 in the sky ✦
SwAV: Unsupervised Learning of Visual Features by Contrasting Cluster Assignments2020 in the sky ✦
Approximation by Superpositions of a Sigmoidal Function1989 in the sky ✦
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations2020 in the sky ✦
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations2020 in the sky ✦