| MaskSketch: Unpaired Structure-guided Masked Image Generation | Feb 10, 2023 | Conditional Image GenerationDiversity | CodeCode Available | 7 |
| Less-to-More Generalization: Unlocking More Controllability by In-Context Generation | Apr 2, 2025 | Conditional Image GenerationImage Generation | CodeCode Available | 5 |
| OminiControl2: Efficient Conditioning for Diffusion Transformers | Mar 11, 2025 | Conditional Image GenerationDenoising | CodeCode Available | 5 |
| Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation | Jun 10, 2024 | Conditional Image GenerationImage Generation | CodeCode Available | 5 |
| EMMA: Your Text-to-Image Diffusion Model Can Secretly Accept Multi-Modal Prompts | Jun 13, 2024 | Conditional Image GenerationImage Generation | CodeCode Available | 5 |
| Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think | Sep 17, 2024 | Conditional Image GenerationDepth Estimation | CodeCode Available | 4 |
| AnimateLCM: Computation-Efficient Personalized Style Video Generation without Personalized Video Data | Feb 1, 2024 | Conditional Image GenerationDenoising | CodeCode Available | 4 |
| CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation | Oct 12, 2024 | Conditional Image GenerationGPU | CodeCode Available | 3 |
| DICEPTION: A Generalist Diffusion Model for Visual Perceptual Tasks | Feb 24, 2025 | Conditional Image GenerationImage Generation | CodeCode Available | 3 |
| All are Worth Words: A ViT Backbone for Diffusion Models | Sep 25, 2022 | AllConditional Image Generation | CodeCode Available | 3 |
| Scaling Diffusion Transformers to 16 Billion Parameters | Jul 16, 2024 | AttributeConditional Image Generation | CodeCode Available | 3 |
| Normalizing Flows are Capable Generative Models | Dec 9, 2024 | Conditional Image GenerationDensity Estimation | CodeCode Available | 3 |
| Hierarchical Text-Conditional Image Generation with CLIP Latents | Apr 13, 2022 | Conditional Image GenerationDecoder | CodeCode Available | 3 |
| Autoregressive Image Generation using Residual Quantization | Mar 3, 2022 | Conditional Image GenerationImage Generation | CodeCode Available | 3 |
| PixelFlow: Pixel-Space Generative Models with Flow | Apr 10, 2025 | Conditional Image GenerationImage Generation | CodeCode Available | 3 |
| Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step | Oct 19, 2024 | Conditional Image GenerationGPU | CodeCode Available | 2 |
| Diffusion Models without Classifier-free Guidance | Feb 17, 2025 | Conditional Image GenerationImage Generation | CodeCode Available | 2 |
| Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective | Oct 16, 2024 | Conditional Image GenerationImage Generation | CodeCode Available | 2 |
| Conditional GANs with Auxiliary Discriminative Classifier | Jul 21, 2021 | Conditional Image GenerationDiversity | CodeCode Available | 2 |
| Simple diffusion: End-to-end diffusion for high resolution images | Jan 26, 2023 | Conditional Image GenerationDenoising | CodeCode Available | 2 |
| Diffusion Models Beat GANs on Image Synthesis | May 11, 2021 | Conditional Image GenerationDiversity | CodeCode Available | 2 |
| Training Generative Adversarial Networks with Limited Data | Jun 11, 2020 | 10-shot image generationConditional Image Generation | CodeCode Available | 2 |
| A Novel Sampling Scheme for Text- and Image-Conditional Image Synthesis in Quantized Latent Spaces | Nov 14, 2022 | Conditional Image GenerationDenoising | CodeCode Available | 2 |
| Scalable Diffusion Models with State Space Backbone | Feb 8, 2024 | Conditional Image GenerationImage Generation | CodeCode Available | 2 |
| Return of Unconditional Generation: A Self-supervised Representation Generation Method | Dec 6, 2023 | Conditional Image GenerationImage Generation | CodeCode Available | 2 |
| BiGR: Harnessing Binary Latent Codes for Image Generation and Improved Visual Representation Capabilities | Oct 18, 2024 | Conditional Image GenerationImage Generation | CodeCode Available | 2 |
| MaskBit: Embedding-free Image Generation via Bit Tokens | Sep 24, 2024 | Conditional Image GenerationImage Generation | CodeCode Available | 2 |
| Medical Vision Generalist: Unifying Medical Imaging Tasks in Context | Jun 8, 2024 | Conditional Image GenerationDenoising | CodeCode Available | 2 |
| Compressed Image Generation with Denoising Diffusion Codebook Models | Feb 3, 2025 | Conditional Image GenerationDenoising | CodeCode Available | 2 |
| Autoregressive Image Generation with Randomized Parallel Decoding | Mar 13, 2025 | Conditional Image GenerationImage Generation | CodeCode Available | 2 |
| HumanRefiner: Benchmarking Abnormal Human Generation and Refining with Coarse-to-fine Pose-Reversible Guidance | Jul 9, 2024 | BenchmarkingConditional Image Generation | CodeCode Available | 2 |
| The ArtBench Dataset: Benchmarking Generative Models with Artworks | Jun 22, 2022 | BenchmarkingConditional Image Generation | CodeCode Available | 2 |
| A Unified Agentic Framework for Evaluating Conditional Image Generation | Apr 9, 2025 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| Frame Interpolation with Consecutive Brownian Bridge Diffusion | May 9, 2024 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| A U-Net Based Discriminator for Generative Adversarial Networks | Feb 28, 2020 | Conditional Image GenerationData Augmentation | CodeCode Available | 1 |
| Forward-only Diffusion Probabilistic Models | May 22, 2025 | Conditional Image GenerationImage Dehazing | CodeCode Available | 1 |
| Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis | Aug 29, 2022 | Conditional Image GenerationDenoising | CodeCode Available | 1 |
| Analyzing and Improving the Image Quality of StyleGAN | Dec 3, 2019 | AttributeConditional Image Generation | CodeCode Available | 1 |
| Attentive Normalization for Conditional Image Generation | Apr 8, 2020 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| FooDI-ML: a large multi-language dataset of food, drinks and groceries images and descriptions | Oct 5, 2021 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| Adaptive Weighted Discriminator for Training Generative Adversarial Networks | Dec 5, 2020 | Conditional Image GenerationGenerative Adversarial Network | CodeCode Available | 1 |
| FineDiffusion: Scaling up Diffusion Models for Fine-grained Image Generation with 10,000 Classes | Feb 28, 2024 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic Segmentation | Aug 16, 2021 | Conditional Image GenerationSegmentation | CodeCode Available | 1 |
| Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models | Jan 1, 2023 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| GANimation: Anatomically-aware Facial Animation from a Single Image | Jul 24, 2018 | Conditional Image GenerationFace Generation | CodeCode Available | 1 |
| ChatHouseDiffusion: Prompt-Guided Generation and Editing of Floor Plans | Oct 15, 2024 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| CLIP-VQDiffusion : Langauge Free Training of Text To Image generation using CLIP and vector quantized diffusion model | Mar 22, 2024 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| Conditional Image Generation and Manipulation for User-Specified Content | May 11, 2020 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| Entropy-driven Sampling and Training Scheme for Conditional Diffusion Generation | Jun 23, 2022 | Conditional Image GenerationDenoising | CodeCode Available | 1 |
| Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation | Aug 3, 2020 | Conditional Image GenerationFace Generation | CodeCode Available | 1 |
