Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666

PyTorch implementation of HyperNetworks (Ha et al., ICLR 2017) for ResNet (Residual Networks)

Package for working with hypernetworks in PyTorch.

Reference code for the paper "Cross-Camera Convolutional Color Constancy" (ICCV 2021)

Easy Hypernetworks in Pytorch and Jax

The Official Implementation for "HAIR: Hypernetworks-based All-in-One Image Restoration".

This is the official implementation of "DHP: Differentiable Meta Pruning via HyperNetworks".

A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection in OFDM Systems

HyperPCM: Robust task-conditioned modeling of drug-target interactions

Code for "Can We Scale Transformers to Predict Parameters of Diverse ImageNet Models?" [ICML 2023]

The official implementation of the "HyperPocket: Generative Point Cloud Completion" paper in PyTorch

The official implementation of the "Hypernetwork approach to generating point clouds" paper

Code for AAAI 2023 paper "Hypernetworks for Zero-shot Transfer in Reinforcement Learning"

Implementation of a holodeck, written in Pytorch

Code for "HyperTab: Hypernetwork Approach for Deep Learning on Small Tabular Datasets"

Official repository for "Estimating Epistemic and Aleatoric Uncertainty with a Single Model"

SemiPFL: Personalized Semi-Supervised Federated Learning Framework for Edge Intelligence

本项目是基于stable-diffusion-webui，通过pixiv图片训练得到的纳西妲模型

The official implementation of the "Modeling 3D Surface Manifolds with a Locally Conditioned Atlas" paper

Guide to implementing hypernetworks in keras using tensorflow 2.0 as backend