Все публикации

Active Learning |0:03:15

Active Learning | Deep Learning

Speech Transformer |0:07:50

Speech Transformer | Automatic Speech Recognition (ASR)

Decision Tree |0:08:51

Decision Tree | Machine Learning

Knowledge Graph |0:08:07

Knowledge Graph | Triplet Extraction | Coreference Resolution | Machine Learning

Knowledge Distillation |0:05:30

Knowledge Distillation | Machine Learning

Question Generation |0:11:09

Question Generation | NLP | Deep Learning

Latent Dirichlet Allocation0:09:07

Latent Dirichlet Allocation (LDA) | Topic Modeling | Machine Learning

GPT-3 | Transformer0:09:05

GPT-3 | Transformer | NLP | Deep Learning

Generative Adversarial Network0:07:02

Generative Adversarial Network (GAN) | Deep Learning

Uncertainty (Aleatoric vs0:10:18

Uncertainty (Aleatoric vs Epistemic) | Machine Learning

Model Calibration |0:05:00

Model Calibration | Machine Learning

Bayesian Neural Network0:07:03

Bayesian Neural Network | Deep Learning

Model Agnostic Meta0:06:36

Model Agnostic Meta Learning (MAML) | Machine Learning

Variational Continual Learning0:06:22

Variational Continual Learning (VCL) | Machine Learning

Autoencoder | Machine0:02:31

Autoencoder | Machine Learning

Principal Component Analysis0:04:59

Principal Component Analysis (PCA) | Machine Learning

Adversarial Attacks |0:04:00

Adversarial Attacks | Deep Learning

Performer | Transformer0:09:17

Performer | Transformer | Deep Learning

Popular NLP Tasks0:05:15

Popular NLP Tasks | Deep Learning

Word Embeddings |0:03:30

Word Embeddings | NLP | Deep Learning

Convolutional Neural Network0:05:39

Convolutional Neural Network (CNN) | Deep Learning

Deep Neural Network0:05:32

Deep Neural Network (DNN) | Deep Learning

Attention Mechanism |0:05:49

Attention Mechanism | Deep Learning

Effective Marginalisation |0:04:37

Effective Marginalisation | Question 16 | Chapter 1 | Bayesian Reasoning & Machine Learning