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

Showing 101150 of 286 papers

TitleStatusHype
Stochastic Conditional Diffusion Models for Robust Semantic Image SynthesisCode1
Evaluating the Clinical Realism of Synthetic Chest X-Rays Generated Using Progressively Growing GANsCode1
Tell2Design: A Dataset for Language-Guided Floor Plan GenerationCode1
Text as Neural Operator: Image Manipulation by Text InstructionCode1
TinyGAN: Distilling BigGAN for Conditional Image GenerationCode1
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial NetworksCode1
VIEScore: Towards Explainable Metrics for Conditional Image Synthesis EvaluationCode1
Unsupervised Learning of Object Landmarks through Conditional Image GenerationCode0
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and DiscoveryCode0
Flow Plugin Network for conditional generationCode0
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative ModelsCode0
Semantic Bottleneck Scene GenerationCode0
GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired DataCode0
Generating Multiple Objects at Spatially Distinct LocationsCode0
Spatially Constrained GAN for Face and Fashion SynthesisCode0
GP-GAN: Towards Realistic High-Resolution Image BlendingCode0
Grid Partitioned Attention: Efficient TransformerApproximation with Inductive Bias for High Resolution Detail GenerationCode0
ArtGAN: Artwork Synthesis with Conditional Categorical GANsCode0
High-Fidelity Image Generation With Fewer LabelsCode0
Stacked Generative Adversarial NetworksCode0
Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image SynthesisCode0
Virtual Conditional Generative Adversarial NetworksCode0
Improved ArtGAN for Conditional Synthesis of Natural Image and ArtworkCode0
Invertible Conditional GANs for image editingCode0
Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial LearningCode0
When Relation Networks meet GANs: Relation GANs with Triplet LossCode0
LOGAN: Latent Optimisation for Generative Adversarial NetworksCode0
Mapping Instructions to Actions in 3D Environments with Visual Goal PredictionCode0
TorchGAN: A Flexible Framework for GAN Training and EvaluationCode0
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
BRUNO: A Deep Recurrent Model for Exchangeable DataCode0
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
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Benchmark Results

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