文件名称：generative-models.pdf
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更新时间：2024-08-31 03:54:18
AI 生成模型
微软亚洲研究院关于生成模型的课程讲义，内容如下 • Overview • Plain Generative Models • Autoregressive Models • Latent Variable Models • Deterministic Generative Models • Generative Adversarial Nets • Flow-Based Generative Models • Bayesian Generative Models • Bayesian Inference (variational inference, MCMC) • Bayesian Networks • Topic Models (LDA, LightLDA, sLDA) • Deep Bayesian Models (VAE) • Markov Random Fields (Boltzmann machines, deep energy-based models)