Winter1134/Awesome-Weight-Space-Learning

🧠 Explore weight space learning to analyze neural network parameters for enhanced understanding, discrimination, and generation of model weights.

Size: 9.77 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

shyamsn97/hyper-nn

Easy Hypernetworks in Pytorch and Jax

Language: Jupyter Notebook - Size: 10.4 MB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 104 - Forks: 6

SakanaAI/text-to-lora

Hypernetworks that adapt LLMs for specific benchmark tasks using only textual task description as the input

Language: Python - Size: 10.3 MB - Last synced at: 21 days ago - Pushed at: 3 months ago - Stars: 839 - Forks: 53

chrhenning/hypnettorch

Package for working with hypernetworks in PyTorch.

Language: Python - Size: 821 KB - Last synced at: 1 day ago - Pushed at: almost 2 years ago - Stars: 129 - Forks: 16

nguyenduc810/SVH-PSL

Language: Jupyter Notebook - Size: 2.06 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 8 - Forks: 1

forgi86/jax-tutorial

JAX tutorial for people already familiar with PyTorch

Language: Jupyter Notebook - Size: 3.53 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 7 - Forks: 0

ospanbatyr/sample-efficient-multimodality

Code for the "Sample-efficient Integration of New Modalities into Large Language Models" paper

Language: Python - Size: 4.89 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

forgi86/pytorch-meta-learning

Minimal documented meta learning implementations in PyTorch

Language: Jupyter Notebook - Size: 372 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

yuval-alaluf/hyperstyle

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

Language: Python - Size: 51.5 MB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 1,020 - Forks: 115

jamielohoff/torchGB

Implementation of the Genomic Bottleneck algorithm in PyTorch.

Language: Python - Size: 11.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

g1910/HyperNetworks

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

Language: Python - Size: 550 KB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 266 - Forks: 40

gmum/3d-point-clouds-HyperCloud

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

Language: Python - Size: 681 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 26 - Forks: 4

jin-cao-tma/HAIR

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

Language: Python - Size: 6.88 MB - Last synced at: 6 months ago - Pushed at: 10 months ago - Stars: 71 - Forks: 6

gmum/3d-point-clouds-autocomplete

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

Language: Python - Size: 5.16 MB - Last synced at: 6 days ago - Pushed at: about 4 years ago - Stars: 31 - Forks: 2

benchiong/whatsai-client

WhatsAI - An easy-to-use UI fully based on ComfyUI.

Language: Python - Size: 64.2 MB - Last synced at: 5 months ago - Pushed at: 8 months ago - Stars: 8 - Forks: 0

ml-jku/hyper-dti

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

Language: Python - Size: 75.8 MB - Last synced at: 4 months ago - Pushed at: 11 months ago - Stars: 36 - Forks: 5

SamsungSAILMontreal/ghn3

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

Language: Shell - Size: 1.23 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 30 - Forks: 3

FishAres/RNP6

Code for Recursive Neural Programs: A differentiable framework for learning compositional part-whole hierarchies and image grammars

Language: Julia - Size: 118 MB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

lucidrains/holodeck-pytorch

Implementation of a holodeck, written in Pytorch

Language: Python - Size: 7.81 KB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 17 - Forks: 1

machinelearningnuremberg/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.

Language: Python - Size: 60.5 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

j991222/MIMO_JCESD

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

Language: Python - Size: 134 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 21 - Forks: 4

wwydmanski/hypertab

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

Language: Python - Size: 2.92 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 0

arvintashakori/SemiPFL

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

Language: Python - Size: 1.67 GB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 2

mahmoudnafifi/C5

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

Language: Python - Size: 17.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 94 - Forks: 15

rom1mouret/exploration

over-parameterization = exploration ?

Language: Python - Size: 81.1 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

kmheckel/synecdoche

Haiku-based Hypernetworks in JAX

Language: Python - Size: 374 KB - Last synced at: 15 days ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

hummosa/Hypernetworks_Keras_TF2

Guide to implementing hypernetworks in keras using tensorflow 2.0 as backend

Language: Jupyter Notebook - Size: 24.4 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 4 - Forks: 0

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

Size: 3.99 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 1

SAIC-MONTREAL/hyperzero

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

Language: Python - Size: 54.7 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 0

gmum/LoCondA

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

Language: Python - Size: 60.5 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 1

phschoepf/cs-bachelor-thesis

My bachelor thesis in Computer Science, "Hypernetwork-PPO for Continual Reinforcement Learning".

Language: TeX - Size: 7.41 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

ofsoundof/dhp

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

Language: Python - Size: 2.61 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 52 - Forks: 8

oliviatessa/pNIF Fork of pswpswpsw/nif

Model reduction via neural network pruning on NIF.

Language: Jupyter Notebook - Size: 69 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

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

Language: Jupyter Notebook - Size: 460 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

xyang2316/HyperU-GCN

PyTorch code for our CIKM 2022 paper "Calibrate Automated Graph Neural Network via Hyperparameter Uncertainty"

Language: Python - Size: 42.2 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

henrysteinitz/trace

Language: Python - Size: 102 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

ivineetm007/Hypernetworks_tf2_keras

Hypernetworks in keras using tensorflow 2.0 as backend using custom layers and models.

Language: Jupyter Notebook - Size: 1.5 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0