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Blog Post number 4

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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

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A Unified Perspective From Statistical Inference to Generative Modeling

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Focusing on the application of probabilistic and statistical principles to generative modeling, this sharing explores the connections between different generative models in a statistical learning framework, including score-based and flow-based generative models, in a step-by-step manner. Sharing will start with basic concepts to ensure the audience understands the required math, providing intuitive explanations as they progress into key theories. Finally, based on an in-depth analysis of existing work on generative modeling, the sharing suggests guidelines that can help with theoretical machine learning research, aiming to provide practical implications for participants.