Thoughts on generative models, video quality, and the intersection of perception and computation.
An intuition-first deep dive into Rectified Flow with the core equations, geometric interpretation of trajectory straightness, and minimal PyTorch-style code snippets for training and sampling.
Read more →Why measuring quality in high dynamic range videos is fundamentally different from SDR, and what makes it one of the most challenging problems in perceptual quality research.
Read more →A practical guide to implementing CFG++ and its rectified variant for improved image generation with flow-based models.
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