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 5175 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
Improving GANs for Long-Tailed Data through Group Spectral RegularizationCode1
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANsCode1
Conditional Image Generation by Conditioning Variational Auto-EncodersCode1
Generator Knows What Discriminator Should Learn in Unconditional GANsCode1
Conditional Image Generation and Manipulation for User-Specified ContentCode1
GANs in computer vision ebookCode1
LaCon: Late-Constraint Diffusion for Steerable Guided Image SynthesisCode1
GIVT: Generative Infinite-Vocabulary TransformersCode1
Conditional Image Generation with Score-Based Diffusion ModelsCode1
Frido: Feature Pyramid Diffusion for Complex Scene Image SynthesisCode1
Denoising Likelihood Score Matching for Conditional Score-based Data GenerationCode1
GANimation: Anatomically-aware Facial Animation from a Single ImageCode1
ImagenHub: Standardizing the evaluation of conditional image generation modelsCode1
FooDI-ML: a large multi-language dataset of food, drinks and groceries images and descriptionsCode1
Foreground-Background Separation through Concept Distillation from Generative Image Foundation ModelsCode1
FineDiffusion: Scaling up Diffusion Models for Fine-grained Image Generation with 10,000 ClassesCode1
Benchmarking Counterfactual Image GenerationCode1
Controlling Style and Semantics in Weakly-Supervised Image GenerationCode1
Feature Quantization Improves GAN TrainingCode1
Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic SegmentationCode1
Forward-only Diffusion Probabilistic ModelsCode1
Encoding in Style: a StyleGAN Encoder for Image-to-Image TranslationCode1
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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