SOTAVerified

Conditional Image Generation

Conditional image generation is the task of generating new images from a dataset conditional on their class.

( Image credit: PixelCNN++ )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–286 of 286 papers

TitleStatusHype
MixNMatch: Multifactor Disentanglement and Encoding for Conditional Image GenerationCode0
MPG: A Multi-ingredient Pizza Image Generator with Conditional StyleGANsCode0
Multi-attribute Pizza Generator: Cross-domain Attribute Control with Conditional StyleGANCode0
Neural Characteristic Function Learning for Conditional Image GenerationCode0
TRB: A Novel Triplet Representation for Understanding 2D Human BodyCode0
Normalized DiversificationCode0
Triple Generative Adversarial NetworksCode0
PAGER: Progressive Attribute-Guided Extendable Robust Image GenerationCode0
Twin Auxilary Classifiers GANCode0
Trade-offs in Fine-tuned Diffusion Models Between Accuracy and InterpretabilityCode0
PE-GAN: Prior Embedding GAN for PXD images at Belle IICode0
A Layer-Based Sequential Framework for Scene Generation with GANsCode0
Pixel-Level Domain TransferCode0
Twin Auxiliary Classifiers GANCode0
Posterior Sampling Based on Gradient Flows of the MMD with Negative Distance KernelCode0
Unsupervised Learning of Object Landmarks through Conditional Image GenerationCode0
cGANs with Multi-Hinge LossCode0
cGANs with Projection DiscriminatorCode0
Ultra-High-Resolution Detector Simulation with Intra-Event Aware GAN and Self-Supervised Relational ReasoningCode0
CIGLI: Conditional Image Generation from Language & ImageCode0
Class-Distinct and Class-Mutual Image Generation with GANsCode0
Class-Splitting Generative Adversarial NetworksCode0
CODE: Confident Ordinary Differential EditingCode0
Conditional Image Generation with PixelCNN DecodersCode0
Conditional Wasserstein Distances with Applications in Bayesian OT Flow MatchingCode0
CoPE: Conditional image generation using Polynomial ExpansionsCode0
A Variational U-Net for Conditional Appearance and Shape GenerationCode0
Rethinking cluster-conditioned diffusion models for label-free image synthesisCode0
Attribute2Image: Conditional Image Generation from Visual AttributesCode0
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out CodesCode0
Diverse Semantic Image Editing with Style CodesCode0
Dual Projection Generative Adversarial Networks for Conditional Image GenerationCode0
RGBD-GAN: Unsupervised 3D Representation Learning From Natural Image Datasets via RGBD Image SynthesisCode0
Robust Conditional Generative Adversarial NetworksCode0
Enhancing Conditional Image Generation with Explainable Latent Space ManipulationCode0
Enhancing Object Coherence in Layout-to-Image SynthesisCode0
Show:102550
← PrevPage 6 of 6Next →
All datasetsCIFAR-10ImageNet 128x128ArtBench-10 (32x32)CIFAR-100ImageNet 64x64COCO-AnimalsImageNet 256x256CelebAMask-HQCIFAR-10 LTImageNet-LTTiny ImageNet

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Projection DiscriminatorFID17.5—Unverified
2BigGANFID14.73—Unverified
3CR-BigGANFID11.67—Unverified
4ContraGANFID10.3—Unverified
5NDAFID9.42—Unverified
6Splitting GANInception score8.87—Unverified
7WGAN-GPInception score8.67—Unverified
8SGANInception score8.59—Unverified
9AC-GANInception score8.25—Unverified
10Improved GANInception score8.09—Unverified
#ModelMetricClaimedVerifiedStatus
1AC-GANInception score28.5—Unverified
2Projection DiscriminatorFID27.62—Unverified
3SAGANFID18.65—Unverified
4Your Local GANFID15.94—Unverified
5HamGANFID14.8—Unverified
6FQ-GANFID13.77—Unverified
7BigGAN + instance selectionFID9.61—Unverified
8IC-GAN + DAFID9.5—Unverified
9Omni-GANFID8.3—Unverified
10ReACGANFID8.21—Unverified
#ModelMetricClaimedVerifiedStatus
1Projected GANFID11.84—Unverified
2BigGAN + CRFID4.65—Unverified
3StyleGAN2FID4.49—Unverified
4BigGAN + DiffAugFID4.06—Unverified
5ReACGAN + DiffAugFID3.18—Unverified
6StyleGAN2 + ADAFID2.63—Unverified
#ModelMetricClaimedVerifiedStatus
1MHingeGANFID17.3—Unverified
2aw-BigGANFID10.23—Unverified
3ADC-GANFID8.12—Unverified
4TAC-GANFID7.22—Unverified
5FQ-GANFID7.15—Unverified
6DLSMFID3.86—Unverified
#ModelMetricClaimedVerifiedStatus
1FQ-GANFID9.67—Unverified
2SAGAN + instance selectionFID9.07—Unverified
3IC-GAN + DAFID6.7—Unverified
#ModelMetricClaimedVerifiedStatus
1BigGANFID16.37—Unverified
2U-Net GANFID13.73—Unverified
#ModelMetricClaimedVerifiedStatus
1BigGAN+ [Brock et al.] (chx96)FID8.1—Unverified
2DiGITFID3.39—Unverified
#ModelMetricClaimedVerifiedStatus
1SCDMFID17.4—Unverified
#ModelMetricClaimedVerifiedStatus
1BigGAN + gSRFID12.03—Unverified
#ModelMetricClaimedVerifiedStatus
1StyleGAN2 + NoisyTwinsFID21.29—Unverified
#ModelMetricClaimedVerifiedStatus
1ADC-GANFID19.02—Unverified