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)
This is the official implementation of "DHP: Differentiable Meta Pruning via HyperNetworks".
HyperPCM: Robust task-conditioned modeling of drug-target interactions
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
A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection
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"
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.
SemiPFL: Personalized Semi-Supervised Federated Learning Framework for Edge Intelligence
PyTorch code for our CIKM 2022 paper "Calibrate Automated Graph Neural Network via Hyperparameter Uncertainty"
A PyTorch Library for Learning Pareto Front of Multi-Objective Problem
over-parameterization = exploration ?
NN research library built on torch
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