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 51100 of 286 papers

TitleStatusHype
ClimateGAN: Raising Climate Change Awareness by Generating Images of FloodsCode1
CLIP-VQDiffusion : Langauge Free Training of Text To Image generation using CLIP and vector quantized diffusion modelCode1
Analyzing and Improving the Image Quality of StyleGANCode1
Projected GANs Converge FasterCode1
Melanoma Detection using Adversarial Training and Deep Transfer LearningCode1
Negative Data AugmentationCode1
Lessons Learned from the Training of GANs on Artificial DatasetsCode1
Encoding in Style: a StyleGAN Encoder for Image-to-Image TranslationCode1
Noise Conditional Variational Score DistillationCode1
Self-Attention Generative Adversarial NetworksCode1
Large Scale GAN Training for High Fidelity Natural Image SynthesisCode1
IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative ModelsCode1
LaCon: Late-Constraint Diffusion for Steerable Guided Image SynthesisCode1
Improving GANs for Long-Tailed Data through Group Spectral RegularizationCode1
Improved Training of Wasserstein GANsCode1
Instance-Conditioned GANCode1
Generative Latent Implicit Conditional Optimization when Learning from Small SampleCode1
NoisyTwins: Class-Consistent and Diverse Image Generation through StyleGANsCode1
ImagenHub: Standardizing the evaluation of conditional image generation modelsCode1
Transferring Unconditional to Conditional GANs with Hyper-ModulationCode1
Image Outpainting and Harmonization using Generative Adversarial NetworksCode1
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANsCode1
Benchmarking Counterfactual Image GenerationCode1
Controlling Style and Semantics in Weakly-Supervised Image GenerationCode1
D2C: Diffusion-Decoding Models for Few-Shot Conditional GenerationCode1
D2C: Diffusion-Denoising Models for Few-shot Conditional GenerationCode1
Elucidating The Design Space of Classifier-Guided Diffusion GenerationCode1
Conditional Image Generation by Conditioning Variational Auto-EncodersCode1
Deep Polynomial Neural NetworksCode1
Image Super-Resolution via Iterative RefinementCode1
Denoising Likelihood Score Matching for Conditional Score-based Data GenerationCode1
GANimation: Anatomically-aware Facial Animation from a Single ImageCode1
Instance Selection for GANsCode1
DiffBlender: Scalable and Composable Multimodal Text-to-Image Diffusion ModelsCode1
Is Attention Better Than Matrix Decomposition?Code1
GANs in computer vision ebookCode1
Frame Interpolation with Consecutive Brownian Bridge DiffusionCode1
Frido: Feature Pyramid Diffusion for Complex Scene Image SynthesisCode1
Generator Knows What Discriminator Should Learn in Unconditional GANsCode1
Feature Quantization Improves GAN TrainingCode1
Entropy-driven Sampling and Training Scheme for Conditional Diffusion GenerationCode1
Making Convolutional Networks Shift-Invariant AgainCode1
ChatHouseDiffusion: Prompt-Guided Generation and Editing of Floor PlansCode1
Establishing process-structure linkages using Generative Adversarial NetworksCode1
Foreground-Background Separation through Concept Distillation from Generative Image Foundation ModelsCode1
Conditional Image Synthesis With Auxiliary Classifier GANsCode1
Forward-only Diffusion Probabilistic ModelsCode1
Efficient Conditional GAN Transfer with Knowledge Propagation across ClassesCode1
Adaptive Weighted Discriminator for Training Generative Adversarial NetworksCode1
GIVT: Generative Infinite-Vocabulary TransformersCode1
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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