Low-variance, efficient and unbiased gradient estimation for optimizing models with binary latent variables. (ICLR 2019)
☆27Mar 9, 2019Updated 7 years ago
Alternatives and similar repositories for ARM-gradient
Users that are interested in ARM-gradient are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A variational inference method with accurate uncertainty estimation. It uses a new semi-implicit variational family built on neural netwo…☆54Oct 16, 2024Updated last year
- Gamma Belief Networks☆12Mar 2, 2018Updated 8 years ago
- A study on the following problems: what the memorization problem is in meta-learning; why memorization problem happens; and how we can pr…☆21Mar 24, 2023Updated 3 years ago
- ☆13Apr 8, 2019Updated 6 years ago
- Code for "A Spectral Approach to Gradient Estimation for Implicit Distributions" (ICML'18)☆34May 11, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆12Dec 20, 2019Updated 6 years ago
- Implementation of Information Dropout☆39Jul 12, 2017Updated 8 years ago
- The Matlab Code for the ICML 2015 paper "Scalable Deep Poisson Factor Analysis for Topic Modeling"☆19Sep 20, 2015Updated 10 years ago
- Repository for conditional transport☆15Jan 12, 2022Updated 4 years ago
- Code for L0-ARM: Network Sparsification via Stochastic Binary Optimization☆15Oct 25, 2019Updated 6 years ago
- Code for "Differentiable Compositional Kernel Learning for Gaussian Processes" https://arxiv.org/abs/1806.04326☆71Jul 10, 2018Updated 7 years ago
- Feature Scattering Adversarial Training (NeurIPS19)☆73Jun 1, 2024Updated last year
- Learning Autoencoders with Relational Regularization☆46Oct 8, 2020Updated 5 years ago
- ☆24May 1, 2025Updated 10 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Just another implementation of FiLM in PyTorch☆14Nov 2, 2017Updated 8 years ago
- ☆47Jan 11, 2021Updated 5 years ago
- Code for paper 'Minimizing FLOPs to Learn Efficient Sparse Representations' published at ICLR 2020☆20Feb 14, 2020Updated 6 years ago
- MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders☆23Apr 30, 2019Updated 6 years ago
- Sparse Variational Dropout, ICML 2017☆314May 20, 2020Updated 5 years ago
- Code for the Thermodynamic Variational Objective☆26Jun 21, 2022Updated 3 years ago
- A tensorflow implementation of the NIPS 2018 paper "Variational Inference with Tail-adaptive f-Divergence"☆20Jan 11, 2019Updated 7 years ago
- BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet☆17Dec 5, 2018Updated 7 years ago
- Variance Networks: When Expectation Does Not Meet Your Expectations, ICLR 2019☆39Jan 31, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Optimizing control variates for black-box gradient estimation☆163Jul 26, 2019Updated 6 years ago
- Implementation of Adversarial Variational Optimization in PyTorch☆42Aug 7, 2018Updated 7 years ago
- ☆15Dec 4, 2019Updated 6 years ago
- This is th code to FAT method with links to quantized tflite models. (CC BY-NC-ND)☆19Dec 20, 2018Updated 7 years ago
- ACL 2021: HiTransformer☆13May 29, 2021Updated 4 years ago
- Pytorch implementation of Variational Dropout Sparsifies Deep Neural Networks☆85Nov 29, 2021Updated 4 years ago
- Relative Preference Optimization: Enhancing LLM Alignment through Contrasting Responses across Identical and Diverse Prompts☆25Feb 23, 2024Updated 2 years ago
- Implementation of the Functional Neural Process models☆42Jul 17, 2020Updated 5 years ago
- ☆46Feb 23, 2018Updated 8 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆13Jun 24, 2020Updated 5 years ago
- Implementation of different Normalizing Flows, NF, Planar Flows, IAF, etc.☆30May 3, 2018Updated 7 years ago
- Code for "Deep Convolutional Networks as shallow Gaussian Processes"☆16Jun 21, 2019Updated 6 years ago
- Source code for paper Conservative Uncertainty Estimation By Fitting Prior Networks (ICLR 2020)☆22Nov 28, 2022Updated 3 years ago
- ☆95Jan 25, 2022Updated 4 years ago
- Implementation of the POIS algorithm☆15Apr 9, 2019Updated 6 years ago
- Code for "Accelerating Natural Gradient with Higher-Order Invariance"☆30Jun 28, 2019Updated 6 years ago