| S^2Edit: Text-Guided Image Editing with Precise Semantic and Spatial Control | Jul 7, 2025 | text-guided-image-editing | —Unverified | 0 |
| EditInspector: A Benchmark for Evaluation of Text-Guided Image Edits | Jun 11, 2025 | Artifact DetectionCaption Generation | —Unverified | 0 |
| ELBO-T2IAlign: A Generic ELBO-Based Method for Calibrating Pixel-level Text-Image Alignment in Diffusion Models | Jun 11, 2025 | Image GenerationImage Segmentation | —Unverified | 0 |
| PairEdit: Learning Semantic Variations for Exemplar-based Image Editing | Jun 9, 2025 | text-guided-image-editing | CodeCode Available | 1 |
| Highly Compressed Tokenizer Can Generate Without Training | Jun 9, 2025 | Image GenerationQuantization | CodeCode Available | 3 |
| GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing | May 16, 2025 | Instruction FollowingMultiple-choice | CodeCode Available | 1 |
| Towards Scalable Human-aligned Benchmark for Text-guided Image Editing | May 1, 2025 | text-guided-image-editing | CodeCode Available | 1 |
| Enhancing Variational Autoencoders with Smooth Robust Latent Encoding | Apr 24, 2025 | Image Reconstructiontext-guided-image-editing | —Unverified | 0 |
| Training-Free Text-Guided Image Editing with Visual Autoregressive Model | Mar 31, 2025 | text-guided-image-editing | CodeCode Available | 2 |
| LOCATEdit: Graph Laplacian Optimized Cross Attention for Localized Text-Guided Image Editing | Mar 27, 2025 | text-guided-image-editing | CodeCode Available | 1 |
| LUSD: Localized Update Score Distillation for Text-Guided Image Editing | Mar 14, 2025 | text-guided-image-editing | CodeCode Available | 0 |
| Aligning Text to Image in Diffusion Models is Easier Than You Think | Mar 11, 2025 | Contrastive LearningImage Generation | CodeCode Available | 1 |
| Lost in Edits? A λ-Compass for AIGC Provenance | Feb 5, 2025 | text-guided-image-editing | —Unverified | 0 |
| FDS: Frequency-Aware Denoising Score for Text-Guided Latent Diffusion Image Editing | Jan 1, 2025 | AttributeDenoising | —Unverified | 0 |
| MADiff: Text-Guided Fashion Image Editing with Mask Prediction and Attention-Enhanced Diffusion | Dec 28, 2024 | Large Language Modeltext-guided-image-editing | —Unverified | 0 |
| Prompt Augmentation for Self-supervised Text-guided Image Manipulation | Dec 17, 2024 | Image GenerationImage Manipulation | —Unverified | 0 |
| GraPE: A Generate-Plan-Edit Framework for Compositional T2I Synthesis | Dec 8, 2024 | Image Generationtext-guided-image-editing | —Unverified | 0 |
| SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion | Dec 5, 2024 | Image Reconstructiontext-guided-image-editing | —Unverified | 0 |
| HeadRouter: A Training-free Image Editing Framework for MM-DiTs by Adaptively Routing Attention Heads | Nov 22, 2024 | Image Generationtext-guided-image-editing | —Unverified | 0 |
| ColorEdit: Training-free Image-Guided Color editing with diffusion model | Nov 15, 2024 | AttributeDenoising | —Unverified | 0 |
| Towards Small Object Editing: A Benchmark Dataset and A Training-Free Approach | Nov 3, 2024 | Image GenerationObject | CodeCode Available | 0 |
| Preserve or Modify? Context-Aware Evaluation for Balancing Preservation and Modification in Text-Guided Image Editing | Oct 15, 2024 | AttributeLarge Language Model | —Unverified | 0 |
| TextureDiffusion: Target Prompt Disentangled Editing for Various Texture Transfer | Sep 15, 2024 | text-guided-image-editing | CodeCode Available | 1 |
| DeCo: Decoupled Human-Centered Diffusion Video Editing with Motion Consistency | Aug 14, 2024 | text-guided-image-editingVideo Editing | —Unverified | 0 |
| Hyper-parameter tuning for text guided image editing | Jul 31, 2024 | text-guided-image-editing | CodeCode Available | 3 |
| Zero-shot Text-guided Infinite Image Synthesis with LLM guidance | Jul 17, 2024 | Image Generationtext-guided-image-editing | —Unverified | 0 |
| Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps | Jun 20, 2024 | Image GenerationImage Manipulation | —Unverified | 0 |
| Invisible Backdoor Attacks on Diffusion Models | Jun 2, 2024 | Backdoor AttackHuman Detection | CodeCode Available | 1 |
| Text Guided Image Editing with Automatic Concept Locating and Forgetting | May 30, 2024 | text-guided-image-editing | —Unverified | 0 |
| ModelLock: Locking Your Model With a Spell | May 25, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Enhancing Text-to-Image Editing via Hybrid Mask-Informed Fusion | May 24, 2024 | text-guided-image-editing | —Unverified | 0 |
| LocInv: Localization-aware Inversion for Text-Guided Image Editing | May 2, 2024 | Denoisingtext-guided-image-editing | CodeCode Available | 2 |
| FlexEdit: Flexible and Controllable Diffusion-based Object-centric Image Editing | Mar 27, 2024 | DenoisingObject | —Unverified | 0 |
| Eta Inversion: Designing an Optimal Eta Function for Diffusion-based Real Image Editing | Mar 14, 2024 | Image Generationtext-guided-image-editing | CodeCode Available | 1 |
| Towards Understanding Cross and Self-Attention in Stable Diffusion for Text-Guided Image Editing | Mar 6, 2024 | DenoisingImage Generation | —Unverified | 0 |
| Diffusion Model-Based Image Editing: A Survey | Feb 27, 2024 | DenoisingImage Generation | CodeCode Available | 4 |
| Minecraft-ify: Minecraft Style Image Generation with Text-guided Image Editing for In-Game Application | Feb 8, 2024 | Image GenerationMinecraft | —Unverified | 0 |
| Instilling Multi-round Thinking to Text-guided Image Generation | Jan 16, 2024 | Image Generationtext-guided-generation | —Unverified | 0 |
| SpecRef: A Fast Training-free Baseline of Specific Reference-Condition Real Image Editing | Jan 7, 2024 | Multimodel-guided image editingText-based Image Editing | CodeCode Available | 1 |
| Your Student is Better Than Expected: Adaptive Teacher-Student Collaboration for Text-Conditional Diffusion Models | Dec 17, 2023 | Image GenerationKnowledge Distillation | CodeCode Available | 1 |
| Beyond First-Order Tweedie: Solving Inverse Problems using Latent Diffusion | Dec 1, 2023 | text-guided-image-editing | —Unverified | 0 |
| Lasagna: Layered Score Distillation for Disentangled Object Relighting | Nov 30, 2023 | ColorizationObject | CodeCode Available | 1 |
| HiPA: Enabling One-Step Text-to-Image Diffusion Models via High-Frequency-Promoting Adaptation | Nov 30, 2023 | GPUImage Generation | —Unverified | 0 |
| DeltaSpace: A Semantic-aligned Feature Space for Flexible Text-guided Image Editing | Oct 12, 2023 | text-guided-image-editing | CodeCode Available | 2 |
| EditVal: Benchmarking Diffusion Based Text-Guided Image Editing Methods | Oct 3, 2023 | Benchmarkingtext-guided-image-editing | —Unverified | 0 |
| ImagenHub: Standardizing the evaluation of conditional image generation models | Oct 2, 2023 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation | Oct 2, 2023 | Image EnhancementImage Generation | CodeCode Available | 1 |
| Forgedit: Text Guided Image Editing via Learning and Forgetting | Sep 19, 2023 | text-guided-image-editing | CodeCode Available | 2 |
| Masked-Attention Diffusion Guidance for Spatially Controlling Text-to-Image Generation | Aug 11, 2023 | Image Generationtext-guided-image-editing | CodeCode Available | 1 |
| MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing | Jun 16, 2023 | Image Editing | CodeCode Available | 2 |
