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

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

Hypernetworks that update LLMs to remember factual information

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".

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

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

A collection of weight space learning including papers, codes, and datasets.

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

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

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

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

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

Neuromodulatory Control Networks (NCNs), a novel LLM architectural modification inspired by the neuromodulatory systems in the vertebrate brain.

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

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

No description provided.

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

JAX tutorial for people already familiar with PyTorch

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

source code for "Instant Personalized Large Language Model Adaptation via Hypernetwork"

Upside Down Reinforcement Learning with Policy Generators

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

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

Predicting Munich Airbnb Listing Prices for MALIS (2024/2025) third project