OpenCodePapers

image-generation-on-ffhq-256-x-256

Image Generation
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PaperCodeFIDFDPrecisionRecallbits/dimensionDensityCoverageModelNameReleaseDate
SAN: Inducing Metrizability of GAN with Discriminative Normalized Linear Layer✓ Link1.68StyleSAN-XL2023-01-30
StyleNAT: Giving Each Head a New Perspective✓ Link2.05StyleNAT2022-11-10
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models✓ Link2.11229.420.790.410.770.71StyleNAT (Exposing)2023-06-07
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets✓ Link2.19StyleGAN-XL2022-02-01
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models✓ Link2.26240.070.770.430.680.63StyleGAN-XL (Exposing)2023-06-07
Compensation Sampling for Improved Convergence in Diffusion Models✓ Link2.57PDM+CS2023-12-11
Improved Transformer for High-Resolution GANs✓ Link2.58HiT-L2021-06-14
Polynomial Implicit Neural Representations For Large Diverse Datasets✓ Link2.72Poly-INR2023-03-20
The GAN is dead; long live the GAN! A Modern GAN Baseline✓ Link2.75R3GAN2025-01-09
StyleSwin: Transformer-based GAN for High-resolution Image Generation✓ Link2.81StyleSwin2021-12-20
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models✓ Link2.89303.210.790.280.710.64StyleSwin (Exposing)2023-06-07
Improved Transformer for High-Resolution GANs✓ Link2.95HiT-B2021-06-14
Improved Transformer for High-Resolution GANs✓ Link3.06HiT-S2021-06-14
Data-Efficient Instance Generation from Instance Discrimination✓ Link3.31InsGen2021-06-08
Anycost GANs for Interactive Image Synthesis and Editing✓ Link3.35Anycost GAN2021-03-04
CLR-GAN: Improving GANs Stability and Quality via Consistent Latent Representation and Reconstruction✓ Link3.370.710.44CLR-GAN2024-09-30
Projected GANs Converge Faster✓ Link3.390.6540.464Projected-GAN (Official)2021-11-01
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models✓ Link3.46436.260.640.130.51InsGen (Exposing)2023-06-07
Regularizing Generative Adversarial Networks under Limited Data✓ Link3.49LeCAM (StyleGAN2 + ADA)2021-04-07
Training Generative Adversarial Networks with Limited Data✓ Link3.62StyleGAN2 + ADA2020-06-11
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models✓ Link4.29589.200.570.070.310.30Projected-GAN (Exposing)2023-06-07
Image Generators with Conditionally-Independent Pixel Synthesis✓ Link4.38CIPS2020-11-27
Flow Matching in Latent Space✓ Link4.55LFM2023-07-17
Adversarial Generation of Continuous Images✓ Link4.95INR-GAN-bil2020-11-24
SWAGAN: A Style-based Wavelet-driven Generative Model✓ Link5.22SWAGAN-Bi2021-02-11
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models✓ Link5.30514.780.590.060.360.39StyleGAN2-ada (Exposing)2023-06-07
Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation✓ Link5.54UDM (RVE) + ST2021-06-10
Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes✓ Link6.11Unleashing Transformers2021-11-24
Generative Adversarial Transformers✓ Link7.42GANFormer2021-03-01
A U-Net Based Discriminator for Generative Adversarial Networks✓ Link7.48U-Net GAN2020-02-28
Compositional Transformers for Scene Generation✓ Link7.77GANFormer22021-12-01
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models✓ Link8.11226.720.810.440.830.74LDM (Exposing)2023-06-07
[]()8.11LDM
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models✓ Link9.02393.450.760.240.610.53Unleash-Trans (Exposing)2023-06-07
Taming Transformers for High-Resolution Image Synthesis✓ Link9.6VQGAN+Transformer2020-12-17
A U-Net Based Discriminator for Generative Adversarial Networks✓ Link11.48BigGAN2020-02-28
Gotta Go Fast When Generating Data with Score-Based Models✓ Link15.67VE (erel=0.01)2021-05-28
Gotta Go Fast When Generating Data with Score-Based Models✓ Link15.67VE (erel=0.02)2021-05-28
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models✓ Link34.88514.160.860.141.040.54Efficient-vdVAE (Exposing)2023-06-07
Efficient-VDVAE: Less is more✓ Link34.880.53Efficient-VDVAE2022-03-25
[]()112.400.920.76LDM (DINOv2)
StyleNAT: Giving Each Head a New Perspective✓ Link229.720.790.41StyleNAT (DINOv2)2022-11-10
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets✓ Link240.070.770.43StyleGAN-XL (DINOv2)2022-02-01
StyleSwin: Transformer-based GAN for High-resolution Image Generation✓ Link300.180.790.28StyleSwin (DINOv2)2021-12-20
Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes✓ Link393.450.760.24Unleashing Transformers (DINOv2)2021-11-24
Data-Efficient Instance Generation from Instance Discrimination✓ Link436.260.640.13InsGen (DINOv2)2021-06-08
Efficient-VDVAE: Less is more✓ Link514.160.860.14Efficient-VDVAE (DINOv2)2022-03-25
Training Generative Adversarial Networks with Limited Data✓ Link514.780.590.06StyleGAN2 + ADA (DINOv2)2020-06-11
[]()592.260.570.07Projected-GAN (DINOv2)
Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images✓ Link0.61Very Deep VAE2020-11-20
NVAE: A Deep Hierarchical Variational Autoencoder✓ Link0.69NVAE w/ flow2020-07-08
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