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Latent_Flow_Matching_MNIST

A minimal example for training a flow matching model in a pretrained VAE's latent space to generate MNIST digits.

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Hosting-Web-Apps-on-Colab

A repo Containing Colab Notebooks to temporarily Host Web Apps in Colab

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awesome-flow-matching

A summary of related works about flow matching, stochastic interpolants

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icmv-tex-template

TeX template for ICMV conference (SPIE-like)

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Conference-Acceptance-Rate

Acceptance rates for the major AI conferences

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awesome-django

A curated list of awesome things related to Django

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lsun

LSUN Dataset Documentation and Demo Code

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LearnAWS

AWS是亚马逊公司出品的强大到没对手的云端计算平台,让我们一起学习起来,我们也会强大到没有对手,哈哈!

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rectified_flow

The implementation of Rectified-Flow

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glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

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BBDM

BBDM: Image-to-image Translation with Brownian Bridge Diffusion Models

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LFM

Official PyTorch implementation of the paper: Flow Matching in Latent Space

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RectifiedFlow

Official Implementation of Rectified Flow (ICLR2023 Spotlight)

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DG

Official repo for Discriminator Guidance.

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Diffusion-GAN

Official PyTorch implementation for paper: Diffusion-GAN: Training GANs with Diffusion

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consistency-models

A Toolkit for OpenAI's Consistency Models.

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truncated-diffusion-probabilistic-models

Pytorch implementation of TDPM

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annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

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diffusion-models-class

Materials for the Hugging Face Diffusion Models Course

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super_resolution

Repo for Super Resolution Using Latent Diffusion Model

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binary-latent-diffusion

This repo pretends to be an implementation of the Binary Latent Diffusion model.

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latent-diffusion

Latent Diffusionモデルの実装(参考:High-Resolution Image Synthesis with Latent Diffusion Models)

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latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

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vq-vae-2

A PyTorch implementation of the VQ-VAE-2 paper

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vqvae-2

PyTorch implementation of VQ-VAE-2 from "Generating Diverse High-Fidelity Images with VQ-VAE-2"

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vq-vae-2-pytorch

Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch

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