| High-Resolution Image Synthesis with Latent Diffusion Models | Dec 20, 2021 | DenoisingGPU | CodeCode Available | 4 | 5 |
| Normalizing Flows are Capable Generative Models | Dec 9, 2024 | Conditional Image GenerationDensity Estimation | CodeCode Available | 3 | 5 |
| Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step | Oct 19, 2024 | Conditional Image GenerationGPU | CodeCode Available | 2 | 5 |
| Return of Unconditional Generation: A Self-supervised Representation Generation Method | Dec 6, 2023 | Conditional Image GenerationImage Generation | CodeCode Available | 2 | 5 |
| MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis | Nov 16, 2022 | Image GenerationRepresentation Learning | CodeCode Available | 2 | 5 |
| Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models | Apr 6, 2024 | Image GenerationUnconditional Image Generation | CodeCode Available | 2 | 5 |
| WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis | Feb 29, 2024 | DiversityGPU | CodeCode Available | 2 | 5 |
| The ArtBench Dataset: Benchmarking Generative Models with Artworks | Jun 22, 2022 | BenchmarkingConditional Image Generation | CodeCode Available | 2 | 5 |
| Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective | Oct 16, 2024 | Conditional Image GenerationImage Generation | CodeCode Available | 2 | 5 |
| RenderDiffusion: Image Diffusion for 3D Reconstruction, Inpainting and Generation | Nov 17, 2022 | 3D Generation3D Reconstruction | CodeCode Available | 2 | 5 |
| Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values | Mar 3, 2022 | DiversityImage Generation | CodeCode Available | 1 | 5 |
| Edge-preserving noise for diffusion models | Oct 2, 2024 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| Diffusion Models for Constrained Domains | Apr 11, 2023 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| Efficient Diffusion Training via Min-SNR Weighting Strategy | Mar 16, 2023 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| Binary Latent Diffusion | Apr 10, 2023 | Image GenerationQuantization | CodeCode Available | 1 | 5 |
| Score-Based Generative Modeling through Stochastic Differential Equations | Nov 26, 2020 | ColorizationDensity Estimation | CodeCode Available | 1 | 5 |
| Denoising Diffusion Autoencoders are Unified Self-supervised Learners | Mar 17, 2023 | Contrastive LearningDenoising | CodeCode Available | 1 | 5 |
| Erasing Undesirable Influence in Diffusion Models | Jan 11, 2024 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| Fast Inference in Denoising Diffusion Models via MMD Finetuning | Jan 19, 2023 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| Fréchet Radiomic Distance (FRD): A Versatile Metric for Comparing Medical Imaging Datasets | Dec 2, 2024 | Computational EfficiencyImage Generation | CodeCode Available | 1 | 5 |
| ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models | Aug 6, 2021 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| Adaptive Weighted Discriminator for Training Generative Adversarial Networks | Dec 5, 2020 | Conditional Image GenerationGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Instance-Conditioned GAN | Sep 10, 2021 | Conditional Image GenerationImage Generation | CodeCode Available | 1 | 5 |
| Large Scale Adversarial Representation Learning | Jul 4, 2019 | Contrastive LearningImage Generation | CodeCode Available | 1 | 5 |
| Diversity-aware Channel Pruning for StyleGAN Compression | Mar 20, 2024 | DiversityImage Generation | CodeCode Available | 1 | 5 |
| Dual Contrastive Loss and Attention for GANs | Mar 31, 2021 | Image GenerationUnconditional Image Generation | CodeCode Available | 1 | 5 |
| Learning Semantic-aware Normalization for Generative Adversarial Networks | Dec 1, 2020 | Image GenerationImage Inpainting | CodeCode Available | 1 | 5 |
| Negative Data Augmentation | Feb 9, 2021 | Action RecognitionAnomaly Detection | CodeCode Available | 1 | 5 |
| EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs | Nov 30, 2021 | GPUImage Generation | CodeCode Available | 1 | 5 |
| Manifold Matching via Deep Metric Learning for Generative Modeling | Jun 20, 2021 | Image GenerationMetric Learning | CodeCode Available | 1 | 5 |
| Generator Knows What Discriminator Should Learn in Unconditional GANs | Jul 27, 2022 | Conditional Image GenerationImage Generation | CodeCode Available | 1 | 5 |
| Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs | Nov 28, 2020 | Image GenerationUnconditional Image Generation | CodeCode Available | 1 | 5 |
| AdversarialNAS: Adversarial Neural Architecture Search for GANs | Dec 4, 2019 | GPUImage Generation | CodeCode Available | 0 | 5 |
| PAGER: Progressive Attribute-Guided Extendable Robust Image Generation | Jun 1, 2022 | AttributeConditional Image Generation | CodeCode Available | 0 | 5 |
| Recursive Reasoning in Minimax Games: A Level k Gradient Play Method | Oct 29, 2022 | GPUImage Generation | CodeCode Available | 0 | 5 |
| AutoGAN: Neural Architecture Search for Generative Adversarial Networks | Aug 11, 2019 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Non-Adversarial Image Synthesis with Generative Latent Nearest Neighbors | Dec 21, 2018 | Image GenerationUnconditional Image Generation | CodeCode Available | 0 | 5 |
| Semi-supervised FusedGAN for Conditional Image Generation | Jan 17, 2018 | AttributeConditional Image Generation | —Unverified | 0 | 0 |
| A Unified Framework for Diffusion Bridge Problems: Flow Matching and Schrödinger Matching into One | Mar 27, 2025 | Image GenerationUnconditional Image Generation | —Unverified | 0 | 0 |
| Conceptual and Hierarchical Latent Space Decomposition for Face Editing | Jan 1, 2023 | DecoderImage Generation | —Unverified | 0 | 0 |
| Conjuring Positive Pairs for Efficient Unification of Representation Learning and Image Synthesis | Mar 19, 2025 | Few-Shot LearningImage Generation | —Unverified | 0 | 0 |
| Consistency Regularization for Generative Adversarial Networks | Oct 26, 2019 | Conditional Image GenerationImage Generation | —Unverified | 0 | 0 |
| Data Instance Prior for Transfer Learning in GANs | Sep 28, 2020 | Data AugmentationDiversity | —Unverified | 0 | 0 |
| Data InStance Prior (DISP) in Generative Adversarial Networks | Dec 8, 2020 | Data AugmentationDiversity | —Unverified | 0 | 0 |
| Deep MMD Gradient Flow without adversarial training | May 10, 2024 | DenoisingImage Generation | —Unverified | 0 | 0 |
| DIFFNAT: Improving Diffusion Image Quality Using Natural Image Statistics | Nov 16, 2023 | Image GenerationImage Super-Resolution | —Unverified | 0 | 0 |
| Diffscaler: Enhancing the Generative Prowess of Diffusion Transformers | Apr 15, 2024 | Image GenerationUnconditional Image Generation | —Unverified | 0 | 0 |
| DiffUMI: Training-Free Universal Model Inversion via Unconditional Diffusion for Face Recognition | Apr 25, 2025 | Face GenerationFace Recognition | —Unverified | 0 | 0 |
| Diffusion Probabilistic Model Made Slim | Nov 27, 2022 | Image Generationmodel | —Unverified | 0 | 0 |
| Directional GAN: A Novel Conditioning Strategy for Generative Networks | May 12, 2021 | Image GenerationMarketing | —Unverified | 0 | 0 |