Pytorch version of "Deep Convolutional Networks as shallow Gaussian Processes" by Adrià Garriga-Alonso, Carl Rasmussen and Laurence Aitchison
☆32Apr 16, 2020Updated 5 years ago
Alternatives and similar repositories for cnn-gp
Users that are interested in cnn-gp are comparing it to the libraries listed below
Sorting:
- UAI paper 'Expressive Priors in Bayesian Neural Networks: Kernel Combinations and Periodic Functions'☆11Jun 26, 2019Updated 6 years ago
- Code for "Functional variational Bayesian neural networks" (https://arxiv.org/abs/1903.05779)☆86Jul 19, 2020Updated 5 years ago
- PyTorch implementations of the beta divergence loss.☆11Jan 31, 2022Updated 4 years ago
- ☆10Mar 8, 2019Updated 6 years ago
- This repository provides code source used in the paper: A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-Off☆13May 30, 2019Updated 6 years ago
- Successfully training approximations to full-rank matrices for efficiency in deep learning.☆17Jan 5, 2021Updated 5 years ago
- Lab session of the course generative modeling☆15Mar 13, 2023Updated 2 years ago
- ☆17May 28, 2018Updated 7 years ago
- Experiment management for Deep Learning science☆19Mar 27, 2025Updated 11 months ago
- Mathematical consequences of orthogonal weights initialization and regularization in deep learning. Experiments with gain-adjusted orthog…☆17Sep 21, 2019Updated 6 years ago
- This repo contains code for GeoMLE intrinsic dimension estimation algorithm☆20Jul 10, 2020Updated 5 years ago
- ☆21Apr 10, 2019Updated 6 years ago
- Reversible Recurrent Neural Network Pytorch Implementation☆21Dec 6, 2017Updated 8 years ago
- Swarm-Like Agent Protocol in Python☆22Dec 13, 2019Updated 6 years ago
- Kernel Stein Discrepancy Descent : a method to sample from unnormalized densities☆22Apr 13, 2024Updated last year
- Bilinear CNNs in PyTorch☆21Oct 12, 2019Updated 6 years ago
- ☆31Nov 8, 2023Updated 2 years ago
- Python implementation of image foveation☆28Jun 24, 2020Updated 5 years ago
- Meta-learning Gaussian process (GP) priors via PAC-Bayes bounds☆26Jan 25, 2024Updated 2 years ago
- Python package 'dgpsi' for deep and linked Gaussian process emulations☆28Dec 2, 2025Updated 3 months ago
- Experiments from the paper "On Second Order Behaviour in Augmented Neural ODEs"☆61Sep 30, 2024Updated last year
- The DPA package is the scikit-learn compatible implementation of the Density Peaks Advanced clustering algorithm. The algorithm provides…☆30Dec 30, 2021Updated 4 years ago
- Parallel random matrix tools and complexity for deep learning☆33Feb 26, 2026Updated last week
- Repository dedicated to Quaternion Neural Networks☆41Nov 15, 2021Updated 4 years ago
- A framework for composing Neural Processes in Python☆89Dec 17, 2024Updated last year
- ☆29Nov 15, 2022Updated 3 years ago
- Code for reproducing work of ICML 2019 paper: Memory-Optimal Direct Convolutions for Maximizing Classification Accuracy in Embedded Appli…☆12Jun 8, 2019Updated 6 years ago
- Source code for 'Knowledge Distillation via Instance Relationship Graph'☆30Jun 13, 2019Updated 6 years ago
- All about acceleration and compression of Deep Neural Networks☆33Nov 5, 2019Updated 6 years ago
- Code for "A Spectral Approach to Gradient Estimation for Implicit Distributions" (ICML'18)☆34May 11, 2023Updated 2 years ago
- Bayesian Attention Modules☆37Dec 14, 2020Updated 5 years ago
- Pytorch implementation of our paper accepted by IEEE TNNLS, 2021 -- Filter Sketch for Network Pruning☆53Feb 11, 2021Updated 5 years ago
- Partially Adaptive Momentum Estimation method in the paper "Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep …☆39Apr 13, 2023Updated 2 years ago
- Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX☆46Dec 10, 2023Updated 2 years ago
- A data processing module implemented with numpy☆10Aug 16, 2022Updated 3 years ago
- Light Cube using PYNQ☆10Aug 4, 2018Updated 7 years ago
- Reference implementation of Thin and Deep Gaussian Processes (NeurIPS 2023)☆14Nov 25, 2024Updated last year
- Implementation of NAACL'19 Strong and Simple Baselines for Multimodal Utterance Embeddings☆10Jun 4, 2019Updated 6 years ago
- DexGANGrasp: Dexterous Generative Adversarial Grasping Synthesis for Task-Oriented Manipulation - IEEE-RAS International Conference on Hu…☆11Oct 15, 2024Updated last year