Welcome,

Let’s take a look at the history of Generative Models for Science

1. References

1.1 2024 NeurlPS tutorial - Flow Matching for Generative Modeling x 2024 Flow Matching Guide and Code

1.2 2023 Generative Models: An Interdisciplinary Perspective

1.3 2021 Deep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models

2. Optical Experiments Simulation by Diffusion Models

2.1 2025 Tunable Optimally-Coded Snapshot Hyperspectral Imaging for Scene Adaptation

2.2 2023 Binarized Spectral Compressive Imaging

2.3 2022 Mask-Guided Spectral-Wise Transformer for Efficient Hyperspectral Image Reconstruction

3. Technical History of Today’s GenAI Models

4. A Coding Sample from NeurlPS 2023 - Binarized Spectral Compressive Imaging

4.1 The Github Project A Toolbox for Binarized Spectral Compressive Imaging