SHI-Yu-Zhe / generative-modeling-explainedLinks
Ying Nian Wu's UCLA Statistical Machine Learning Tutorial on generative modeling.
☆61Updated 2 years ago
Alternatives and similar repositories for generative-modeling-explained
Users that are interested in generative-modeling-explained are comparing it to the libraries listed below
Sorting:
- [ICML 2022] Latent Diffusion Energy-Based Model for Interpretable Text Modeling☆66Updated 3 years ago
- ICML 2022: Learning Iterative Reasoning through Energy Minimization☆47Updated 2 years ago
- ☆24Updated last year
- Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.☆42Updated last year
- Experiment with diffusion models that you can run on your local jupyter instances☆63Updated 10 months ago
- Simple illustrative examples for energy-based models in PyTorch☆66Updated 5 years ago
- ☆106Updated 2 years ago
- Code release for "Stochastic Optimal Control Matching"☆37Updated last year
- Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)☆334Updated last month
- ☆31Updated 9 months ago
- Gradient Estimation with Discrete Stein Operators (NeurIPS 2022)☆17Updated last year
- [ICML'21] Improved Contrastive Divergence Training of Energy Based Models☆63Updated 3 years ago
- A minimalist implementation of score-based diffusion model☆129Updated 4 years ago
- ☆69Updated last year
- ☆33Updated last year
- [NeurIPS 2021] Code for Unsupervised Learning of Compositional Energy Concepts☆62Updated 2 years ago
- Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"☆84Updated 2 years ago
- ☆33Updated 10 months ago
- Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (TMLR2024)☆65Updated 5 months ago
- [NeurIPS'20] Code for the Paper Compositional Visual Generation and Inference with Energy Based Models☆45Updated 2 years ago
- ☆65Updated 3 years ago
- Official Jax Implementation of MD4 Masked Diffusion Models☆123Updated 6 months ago
- ☆36Updated 2 years ago
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆87Updated last year
- NF-Layers for constructing neural functionals.☆88Updated last year
- Code for paper "Compositional Sculpting of Iterative Generative Processes"☆24Updated last year
- [ICLR 2022] Path integral sampler☆50Updated 2 years ago
- ☆34Updated 5 months ago
- Reparameterized Discrete Diffusion Models for Text Generation☆100Updated 2 years ago
- A Tutorial for Diffusion Models☆57Updated 2 years ago