hypernetworks

There are 2 repositories under hypernetworks topic.

yuval-alaluf / hyperstyle
Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666
generative-adversarial-network stylegan stylegan-encoder hypernetworks cvpr2022
Language:Python 993
g1910 / HyperNetworks
PyTorch implementation of HyperNetworks (Ha et al., ICLR 2017) for ResNet (Residual Networks)
hypernetworks metalearning pytorch resnet
Language:Python 246
chrhenning / hypnettorch
Package for working with hypernetworks in PyTorch.
pytorch deep-learning hypernetworks hypernets python hypernet hypernetwork neural-network torch
Language:Python 109
C5
mahmoudnafifi / C5
Reference code for the paper "Cross-Camera Convolutional Color Constancy" (ICCV 2021)
white-balance whitebalance colorconstancy color-constancy cross-camera deep-learning hypernetworks machine-learning computational-photography illuminant-estimation color-correction iccv2021 pytorch
Language:Python 95
shyamsn97 / hyper-nn
Easy Hypernetworks in Pytorch and Jax
pytorch jax hypernetworks machine-learning neural-networks flax
Language:Jupyter Notebook 91
ofsoundof / dhp
This is the official implementation of "DHP: Differentiable Meta Pruning via HyperNetworks".
meta-learning network-compression pruning hypernetworks differentiable
Language:Python 57
ml-jku / hyper-dti
HyperPCM: Robust task-conditioned modeling of drug-target interactions
deep-learning drug-discovery drug-target-interactions hypernetworks proteochemometrics pytorch
Language:Python 31
gmum / 3d-point-clouds-HyperCloud
The official implementation of the "Hypernetwork approach to generating point clouds" paper
3d-point-clouds hypernetworks
Language:Python 26
SamsungSAILMontreal / ghn3
Code for "Can We Scale Transformers to Predict Parameters of Diverse ImageNet Models?" [ICML 2023]
hypernetworks imagenet large-scale transformers computational-graphs graphs deep-learning pytorch
Language:Shell 26
gmum / 3d-point-clouds-autocomplete
The official implementation of the "HyperPocket: Generative Point Cloud Completion" paper in PyTorch
computer-vision deep-learning hypernetworks 3d-point-clouds pytorch
Language:Python 24
j991222 / MIMO_JCESD
A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection
channel-estimation hypernetworks mimo signal-detection deep-learning robustness
Language:Python 19
lucidrains / holodeck-pytorch
Implementation of a holodeck, written in Pytorch
artificial-intelligence deep-learning denoising-diffusion scene-representations transformers temporal-scene-representations latent-denoising-diffusion hypernetworks
Language:Python 18
SAIC-MONTREAL / hyperzero
Code for AAAI 2023 paper "Hypernetworks for Zero-shot Transfer in Reinforcement Learning"
aaai2023 hypernetworks pytorch reinforcement-learning zero-shot-learning
Language:Python 13
wwydmanski / hypertab
Code for "HyperTab: Hypernetwork Approach for Deep Learning on Small Tabular Datasets"
deep-learning hypernetworks hypertab tabular-data
Language:Python 8
Yang-qwq / nahida-pt-embeddings
本项目是基于stable-diffusion-webui，通过pixiv图片训练得到的纳西妲模型
stable-diffusion embeddings hypernetworks
7
gmum / LoCondA
The official implementation of the "Modeling 3D Surface Manifolds with a Locally Conditioned Atlas" paper
3d-point-clouds hypernetworks meshes
Language:Python 5
hummosa / Hypernetworks_Keras_TF2
Guide to implementing hypernetworks in keras using tensorflow 2.0 as backend
guide hypernetworks keras tensorflow-2
Language:Jupyter Notebook 5
releaunifreiburg / INN
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.
deep-learning explainability explainable-ai explainable-deep-learning explainable-deepneuralnetwork explainable-ml hypernetworks interpretable-ai interpretable-deep-learning interpretable-machine-learning machine-learning xai benchmark interpretable-neural-networks interpretable-benchmark
Language:Python 4
arvintashakori / SemiPFL
SemiPFL: Personalized Semi-Supervised Federated Learning Framework for Edge Intelligence
activity-recognition autoencoder edge federated-learning federated-learning-framework hypernetworks iot metalearning personalized personalized-federated-learning semi-supervised-learning semipfl internet-of-things time-series
Language:Python 3
adam-katona / indirect_encoding_maml
This repository contains the code for the paper: Utilizing the Untapped Potential of Indirect Encoding for Neural Networks with Meta Learning
maml meta-learning neuroevolution inderect-encoding hyperneat hypernetworks evolvability omniglot-dataset
Language:Jupyter Notebook 2
kmheckel / synecdoche
Haiku-based Hypernetworks in JAX
dm-haiku hypernetworks jax
Language:Python 2
phschoepf / cs-bachelor-thesis
My bachelor thesis in Computer Science, "Hypernetwork-PPO for Continual Reinforcement Learning".
continual-learning ppo hypernetworks
Language:TeX 1
rom1mouret / exploration
over-parameterization = exploration ?
over-parameterization global-optimization gradient-descent exploration-exploitation hypernetworks
Language:Python 1
xyang2316 / HyperU-GCN
PyTorch code for our CIKM 2022 paper "Calibrate Automated Graph Neural Network via Hyperparameter Uncertainty"
gnn hypernetworks uncertainty-estimation
Language:Python 1
trace
henrysteinitz / trace
NN research library built on torch
hypernetworks machine-learning neural-networks neuroscience
Language:Python 0
ivineetm007 / Hypernetworks_tf2_keras
Hypernetworks in keras using tensorflow 2.0 as backend using custom layers and models.
cifar-10 hypernetworks keras-tensorflow mnist python tensorflow2
Language:Jupyter Notebook 0
oliviatessa / pNIF
Model reduction via neural network pruning on NIF.
deep-learning deep-neural-networks hypernetworks model-reduction pruning tensorflow
Language:Jupyter Notebook 0
FishAres / RNP6
Code for Recursive Neural Programs: A differentiable framework for learning compositional part-whole hierarchies and image grammars
compositionality generative-ai hypernetworks
Language:Julia

hypernetworks

yuval-alaluf / hyperstyle

g1910 / HyperNetworks

chrhenning / hypnettorch

mahmoudnafifi / C5

shyamsn97 / hyper-nn

ofsoundof / dhp

ml-jku / hyper-dti

gmum / 3d-point-clouds-HyperCloud

SamsungSAILMontreal / ghn3

gmum / 3d-point-clouds-autocomplete

j991222 / MIMO_JCESD

lucidrains / holodeck-pytorch

SAIC-MONTREAL / hyperzero

wwydmanski / hypertab

Yang-qwq / nahida-pt-embeddings

gmum / LoCondA

hummosa / Hypernetworks_Keras_TF2

releaunifreiburg / INN

arvintashakori / SemiPFL

adam-katona / indirect_encoding_maml

kmheckel / synecdoche

phschoepf / cs-bachelor-thesis

rom1mouret / exploration

xyang2316 / HyperU-GCN

henrysteinitz / trace

ivineetm007 / Hypernetworks_tf2_keras

oliviatessa / pNIF

FishAres / RNP6