benhuh's repositories
ARC
The Abstraction and Reasoning Corpus
bias_free_denoising
Robust and Interpretable Blind Image Denoising via Bias-Free Convolutional Neural Networks
bindsnet
Simulation of spiking neural networks (SNNs) using PyTorch.
bispectral-networks
Official PyTorch implementation of Bispectral Neural Networks, ICLR 2023
brain-tokyo-workshop
🧠🗼
Deep_Attentive_VI
Author's implementation of the paper: "Deep Attentive Variational Inference", ICLR 2022.
Efficient-VDVAE
Official Pytorch and JAX implementation of "Efficient-VDVAE: Less is more"
hfopt-matlab
Modified version of hfopt-matlab by David Sussillo.
Open-L2O
Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms
phaseharmonics
Wavelet phase harmonic scattering transform
pytorch-lightning
The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate
pytorch-maml-rl
Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch
pytorch-meta
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
pytorch-PPUU
Code for Prediction and Planning Under Uncertainty (PPUU)
recurrent-interface-network-pytorch
Implementation of Recurrent Interface Network (RIN), for highly efficient generation of images and video without cascading networks, in Pytorch
score_sde_pytorch
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
sNGD-KFAC
Pytorch implementation of KFAC and E-KFAC (Natural Gradient).
vdvae
Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"