OpenCodePapers

image-generation-on-celeba-hq-256x256

Image Generation
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PaperCodeFIDbits/dimensionRecallNFEPrecisionclean-FIDModelNameReleaseDate
Relay Diffusion: Unifying diffusion process across resolutions for image synthesis✓ Link3.150.550.77RDM2023-09-04
StyleSwin: Transformer-based GAN for High-resolution Image Generation✓ Link3.25StyleSwin2021-12-20
High-Resolution Image Synthesis with Latent Diffusion Models✓ Link5.11LDM-42021-12-20
Flow Matching in Latent Space✓ Link5.26LFM2023-07-17
A High-Quality Robust Diffusion Framework for Corrupted Dataset✓ Link5.60.38RDUOT2023-11-28
Wavelet Diffusion Models are fast and scalable Image Generators✓ Link5.940.372WaveDiff2022-11-29
Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation✓ Link7.16UNCSN++ (RVE) + ST2021-06-10
Score-based Generative Modeling in Latent Space✓ Link7.22LSGM2021-06-10
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs✓ Link7.64DDGAN2021-12-15
DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations✓ Link8.73DDMI2024-01-23
Learning Latent Space Hierarchical EBM Diffusion Models8.78Diffusion-JEBM2024-05-22
Learning Joint Latent Space EBM Prior Model for Multi-layer Generator9.89Joint-EBM2023-06-10
Taming Transformers for High-Resolution Image Synthesis✓ Link10.2VQGAN+Transformer2020-12-17
Dual Contradistinctive Generative Autoencoder15.81DC-VAE2020-11-19
Learning Energy-based Model via Dual-MCMC Teaching15.89Dual-MCMC EBM2023-12-05
VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models✓ Link20.38VAEBM2020-10-01
Glow: Generative Flow with Invertible 1x1 Convolutions✓ Link68.93GLOW2018-07-09
How to train your neural ODE: the world of Jacobian and kinetic regularization✓ Link1.04RNODE2020-02-07
Bellman Optimal Stepsize Straightening of Flow-Matching Models✓ Link20.13BOSS2023-12-27
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