excitingtimes / awesome-survey-papers
A collection of Survey Papers in Machine Learning
☆20Updated 3 years ago
Alternatives and similar repositories for awesome-survey-papers:
Users that are interested in awesome-survey-papers are comparing it to the libraries listed below
- Implementation and tutorials of normalizing flows with the novel distributions module☆164Updated 4 years ago
- This repository contains code for applying Riemannian geometry in machine learning.☆78Updated 3 years ago
- ☆49Updated 4 years ago
- Easy Hypernetworks in Pytorch and Jax☆97Updated 2 years ago
- Code for Neural Spline Flows paper☆264Updated 4 years ago
- Transformers with doubly stochastic attention☆45Updated 2 years ago
- A curated list of techniques to avoid posterior collapse☆86Updated 2 years ago
- Deep Probabilistic Programming Course @ DIKU☆57Updated 4 years ago
- Discrete Normalizing Flows implemented in PyTorch☆109Updated 3 years ago
- Code for the paper: Complex-Valued Autoencoders for Object Discovery☆48Updated 2 years ago
- Code for "Bayesian Structure Learning with Generative Flow Networks"☆84Updated 2 years ago
- Normalizing Flows using JAX☆82Updated last year
- Official PyTorch BIVA implementation (BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling)☆84Updated 2 years ago
- ☆16Updated 5 months ago
- A general-purpose, deep learning-first library for constrained optimization in PyTorch☆112Updated 2 weeks ago
- The Modified Differential Multiplier Method (MDMM) for PyTorch☆57Updated 3 years ago
- 🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervi…☆128Updated last year
- Hessian spectral density estimation in TF and Jax☆121Updated 4 years ago
- Manifold-learning flows (ℳ-flows)☆229Updated 4 years ago
- Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.☆275Updated last year
- ☆36Updated 2 years ago
- Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.☆212Updated 8 months ago
- Code for the paper: "Independent mechanism analysis, a new concept?"☆24Updated last year
- Pytorch implementation of the Power Spherical distribution☆74Updated 7 months ago
- PyTorch implementation of planar flows☆31Updated 3 years ago
- ☆17Updated last year
- Gaussian-Bernoulli Restricted Boltzmann Machines☆102Updated 2 years ago
- Code for the Thermodynamic Variational Objective☆26Updated 2 years ago
- Code for paper "SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows"☆286Updated 4 years ago
- Pytorch Implementation of OpenAI's "Improved Variational Inference with Inverse Autoregressive Flow"☆80Updated 4 years ago