ermongroup / mintnet
MintNet: Building Invertible Neural Networks with Masked Convolutions
☆38Updated 3 years ago
Related projects: ⓘ
- ☆40Updated 5 years ago
- PyTorch implementation of Continuously Indexed Flows paper, with many baseline normalising flows☆29Updated 3 years ago
- Convex potential flows☆78Updated 2 years ago
- ☆67Updated last year
- ☆28Updated 2 years ago
- Wavelet Flow: Fast Training of High Resolution Normalizing Flows☆59Updated 3 years ago
- The official code for Efficient Learning of Generative Models via Finite-Difference Score Matching☆12Updated last year
- Code for the article "What if Neural Networks had SVDs?", to be presented as a spotlight paper at NeurIPS 2020.☆68Updated last month
- PyTorch implementation of the OT-Flow approach in arXiv:2006.00104☆49Updated last month
- Efficient Householder Transformation in PyTorch☆58Updated 3 years ago
- Code for Understanding and Mitigating Exploding Inverses in Invertible Neural Networks (AISTATS 2021) http://arxiv.org/abs/2006.09347☆29Updated 4 years ago
- Monotone operator equilibrium networks☆51Updated 4 years ago
- repo for paper: Adaptive Checkpoint Adjoint (ACA) method for gradient estimation in neural ODE☆55Updated 3 years ago
- ☆31Updated 3 years ago
- Code for "Accelerating Natural Gradient with Higher-Order Invariance"☆29Updated 5 years ago
- ☆62Updated 7 months ago
- Relative gradient optimization of the Jacobian term in unsupervised deep learning, NeurIPS 2020☆21Updated 3 years ago
- Code for the research paper "HINT: Hierarchical Invertible Neural Transport for Density Estimation and Bayesian Inference".☆19Updated 3 years ago
- A PyTorch implementation of Conditional PixelCNNs☆27Updated 6 years ago
- ☆28Updated 3 years ago
- PyTorch implementation of paper "Flat Metric Minimization with Applications in Generative Modeling"☆19Updated 5 years ago
- Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)☆86Updated last year
- TensorFlow implementation of "noisy K-FAC" and "noisy EK-FAC".☆60Updated 5 years ago
- Code base for SRSGD.☆28Updated 4 years ago
- ☆22Updated 4 years ago
- Masked Convolutional Flow☆59Updated 4 years ago
- Reference implementation of divergence triangle https://arxiv.org/abs/1812.10907☆16Updated last year
- A differentiation API for PyTorch☆29Updated 4 years ago
- BIVA: A Very Deep Hierarchy of Latent Variables forGenerative Modeling☆29Updated 4 years ago
- Code for the paper Semi-Conditional Normalizing Flows for Semi-Supervised Learning☆28Updated 3 years ago