Hhhhhh's repositories

FLGo

An experimental platform to quickly realize and compare with popular centralized federated learning algorithms. A realization of federated learning algorithm on fairness (FedFV, Federated Learning with Fair Averaging, https://fanxlxmu.github.io/publication/ijcai2021/) was accepted by IJCAI-21 (https://www.ijcai.org/proceedings/2021/223).

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pytorch-generative-model-collections

Collection of generative models in Pytorch version.

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pytorch-vqvae

Vector Quantized VAEs - PyTorch Implementation

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EasyFL

An easy-to-use federated learning platform

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PFL-Non-IID

Personalized federated learning simulation platform with non-IID and unbalanced dataset

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VQGAN-pytorch

Pytorch implementation of VQGAN (Taming Transformers for High-Resolution Image Synthesis) (https://arxiv.org/pdf/2012.09841.pdf)

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FILM-Ensemble

[NeurIPS 2022] FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation

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Neural-Process-Family

Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.

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pytorch_image_classification

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet

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VAE

Implementation of VAE and CVAE using Pytorch on MNIST dataset

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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ObjectivePersonalityTest

A self-report testing tool for typing someone in the Objective Personality system.

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pytorch-vq-vae

PyTorch implementation of VQ-VAE by Aäron van den Oord et al.

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Simpsons-Image-Colorization-using-cGAN-and-PatchGAN

In this project, grayscale images were colorized automatically using Conditional Generative Adversarial Networks (cGANs). The best results were achieved using a PatchGAN discriminator.

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