Feature Extraction

استخلاص السمات

عملية الفرز الآلي وتصفية البيانات الخام لتحويلها إلى ميزات دالة يسهل على النموذج فهمها.

Feature Extraction

Also translated asاستخراج الخصائص الدالة، فرز الميزات البنيوية، استخراج الخصائص، استخراج السمات، استكشاف الخصائص، استكشاف السمات، مستخرِجات سمات، مستخرجات سمات

First appears in this corpus in: Neocognitron: A Self-Organizing Neural Network Model for Pattern Recognition (1980)

Appears in these papers

Parameter-Efficient Transfer Learning for NLP2019 in the sky ✦
Parameter-Efficient Transfer Learning for NLP2019 in the sky ✦
BLIP-2: Bootstrapping Language-Image Pre-Training with Frozen Image Encoders and Large Language Models2023 in the sky ✦
BLIP-2: Bootstrapping Language-Image Pre-Training with Frozen Image Encoders and Large Language Models2023 in the sky ✦
Unsupervised Visual Representation Learning by Context Prediction2015 in the sky ✦
Unsupervised Visual Representation Learning by Context Prediction2015 in the sky ✦
Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data2001 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 ✦
K-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation2006 in the sky ✦
K-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation2006 in the sky ✦
Emerging Properties in Self-Supervised Vision Transformers2021 in the sky ✦
DINOv2: Learning Robust Visual Features Without Supervision2023 in the sky ✦
Dueling Network Architectures for Deep Reinforcement Learning2016 in the sky ✦
Deep Contextualized Word Representations2018 in the sky ✦
Fast R-CNN2015 in the sky ✦
Histograms of Oriented Gradients for Human Detection2005 in the sky ✦
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset2017 in the sky ✦
Curiosity-Driven Exploration by Self-Supervised Prediction2017 in the sky ✦
ImageNet: A Large-Scale Hierarchical Image Database2009 in the sky ✦
LightGBM: A Highly Efficient Gradient Boosting Decision Tree2017 in the sky ✦
"Why Should I Trust You?": Explaining the Predictions of Any Classifier2016 in the sky ✦
Neocognitron: A Self-Organizing Neural Network Model for Pattern Recognition1980 in the sky ✦
Neocognitron: A Self-Organizing Neural Network Model for Pattern Recognition1980 in the sky ✦
Neural Tangent Kernel: Convergence and Generalization in Neural Networks2018 in the sky ✦
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow2020 in the sky ✦
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow2020 in the sky ✦
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation2014 in the sky ✦
Unsupervised Representation Learning by Predicting Image Rotations2018 in the sky ✦
Signature Verification Using a "Siamese" Time Delay Neural Network1993 in the sky ✦
Distinctive Image Features from Scale-Invariant Keypoints2004 in the sky ✦
Image Style Transfer Using Convolutional Neural Networks2016 in the sky ✦
Support-Vector Networks1995 in the sky ✦
SwAV: Unsupervised Learning of Visual Features by Contrasting Cluster Assignments2020 in the sky ✦
Very Deep Convolutional Networks for Large-Scale Image Recognition2014 in the sky ✦
Rapid Object Detection Using a Boosted Cascade of Simple Features2001 in the sky ✦
VQA: Visual Question Answering2015 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 ✦
You Only Look Once: Unified, Real-Time Object Detection2015 in the sky ✦
YOLOv3: An Incremental Improvement2018 in the sky ✦