Deep Generative Modeling
portes grátis
Deep Generative Modeling
Tomczak, Jakub M.
Springer International Publishing AG
09/2024
313
Dura
9783031640865
15 a 20 dias
Descrição não disponível.
Chapter 1 Why Deep Generative Modeling?.- Chapter 2 Probabilistic modeling: From Mixture Models to Probabilistic Circuits.- Chapter 3 Autoregressive Models.- Chapter 4 Flow-based Models.- Chapter 5 Latent Variable Models.- Chapter 6 Hybrid Modeling.- Chapter 7 Energy-based Models.- Chapter 8 Generative Adversarial Networks.- Chapter 9 Score-based Generative Models.- Chapter 10 Deep Generative Modeling for Neural Compression.- Chapter 11 From Large Language Models to Generative AI.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Generative AI;Large Language Models;Autoregressive models;Diffusion models;Score-based Generative Models;Latent Variable Models;Flow-based models;GANs;Energy-based Models;Boltzmann Machines;Hybrid Models;Probabilistic Circuits
Chapter 1 Why Deep Generative Modeling?.- Chapter 2 Probabilistic modeling: From Mixture Models to Probabilistic Circuits.- Chapter 3 Autoregressive Models.- Chapter 4 Flow-based Models.- Chapter 5 Latent Variable Models.- Chapter 6 Hybrid Modeling.- Chapter 7 Energy-based Models.- Chapter 8 Generative Adversarial Networks.- Chapter 9 Score-based Generative Models.- Chapter 10 Deep Generative Modeling for Neural Compression.- Chapter 11 From Large Language Models to Generative AI.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
