Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666
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Updated
Sep 17, 2022 - Python
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
This is the official implementation of "DHP: Differentiable Meta Pruning via HyperNetworks".
HyperPCM: Robust task-conditioned modeling of drug-target interactions
A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection in OFDM Systems
Code for "Can We Scale Transformers to Predict Parameters of Diverse ImageNet Models?" [ICML 2023]
The official implementation of the "Hypernetwork approach to generating point clouds" paper
The official implementation of the "HyperPocket: Generative Point Cloud Completion" paper in PyTorch
Implementation of a holodeck, written in Pytorch
Code for AAAI 2023 paper "Hypernetworks for Zero-shot Transfer in Reinforcement Learning"
Code for "HyperTab: Hypernetwork Approach for Deep Learning on Small Tabular Datasets"
SemiPFL: Personalized Semi-Supervised Federated Learning Framework for Edge Intelligence
Guide to implementing hypernetworks in keras using tensorflow 2.0 as backend
The official implementation of the "Modeling 3D Surface Manifolds with a Locally Conditioned Atlas" paper
Explainable deep networks that are not only as accurate as their black-box deep-learning counterparts but also as interpretable as state-of-the-art explanation techniques.
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