| OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on | Mar 4, 2024 | DenoisingImage Generation | CodeCode Available | 9 | 5 |
| M&M VTO: Multi-Garment Virtual Try-On and Editing | Jun 6, 2024 | DenoisingSuper-Resolution | CodeCode Available | 7 | 5 |
| Improving Diffusion Models for Authentic Virtual Try-on in the Wild | Mar 8, 2024 | Virtual Try-on | CodeCode Available | 7 | 5 |
| CatVTON: Concatenation Is All You Need for Virtual Try-On with Diffusion Models | Jul 21, 2024 | AllFashion Synthesis | CodeCode Available | 5 | 5 |
| IMAGDressing-v1: Customizable Virtual Dressing | Jul 17, 2024 | DenoisingImage Generation | CodeCode Available | 5 | 5 |
| Learning Flow Fields in Attention for Controllable Person Image Generation | Dec 11, 2024 | AttributeImage Generation | CodeCode Available | 5 | 5 |
| AnyDoor: Zero-shot Object-level Image Customization | Jul 18, 2023 | ObjectVirtual Try-on | CodeCode Available | 4 | 5 |
| ViViD: Video Virtual Try-on using Diffusion Models | May 20, 2024 | Virtual Try-on | CodeCode Available | 4 | 5 |
| FitDiT: Advancing the Authentic Garment Details for High-fidelity Virtual Try-on | Nov 15, 2024 | Virtual Try-on | CodeCode Available | 4 | 5 |
| Multimodal-Conditioned Latent Diffusion Models for Fashion Image Editing | Mar 21, 2024 | DenoisingVirtual Try-on | CodeCode Available | 3 | 5 |
| Composer: Creative and Controllable Image Synthesis with Composable Conditions | Feb 20, 2023 | Image ColorizationImage Generation | CodeCode Available | 3 | 5 |
| CatV2TON: Taming Diffusion Transformers for Vision-Based Virtual Try-On with Temporal Concatenation | Jan 20, 2025 | Video GenerationVirtual Try-on | CodeCode Available | 3 | 5 |
| StableVITON: Learning Semantic Correspondence with Latent Diffusion Model for Virtual Try-On | Dec 4, 2023 | Semantic correspondenceVirtual Try-on | CodeCode Available | 3 | 5 |
| MV-VTON: Multi-View Virtual Try-On with Diffusion Models | Apr 26, 2024 | Virtual Try-on | CodeCode Available | 3 | 5 |
| PromptDresser: Improving the Quality and Controllability of Virtual Try-On via Generative Textual Prompt and Prompt-aware Mask | Dec 22, 2024 | In-Context LearningVirtual Try-on | CodeCode Available | 3 | 5 |
| Style-Based Global Appearance Flow for Virtual Try-On | Apr 3, 2022 | Virtual Try-on | CodeCode Available | 2 | 5 |
| Capturing and Animation of Body and Clothing from Monocular Video | Oct 4, 2022 | Virtual Try-on | CodeCode Available | 2 | 5 |
| Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models | May 25, 2023 | Conditional Text-to-Image SynthesisImage Generation | CodeCode Available | 2 | 5 |
| Enhancing Person-to-Person Virtual Try-On with Multi-Garment Virtual Try-Off | Apr 17, 2025 | Garment ReconstructionImage Generation | CodeCode Available | 2 | 5 |
| High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions | Jun 28, 2022 | SegmentationVirtual Try-on | CodeCode Available | 2 | 5 |
| Flux Already Knows -- Activating Subject-Driven Image Generation without Training | Apr 12, 2025 | Image GenerationVirtual Try-on | CodeCode Available | 2 | 5 |
| GaussianVTON: 3D Human Virtual Try-ON via Multi-Stage Gaussian Splatting Editing with Image Prompting | May 13, 2024 | 3D scene EditingVirtual Try-on | CodeCode Available | 2 | 5 |
| GP-VTON: Towards General Purpose Virtual Try-on via Collaborative Local-Flow Global-Parsing Learning | Mar 24, 2023 | Virtual Try-on | CodeCode Available | 2 | 5 |
| TryOnDiffusion: A Tale of Two UNets | Jun 14, 2023 | Virtual Try-on | CodeCode Available | 2 | 5 |
| Dress Code: High-Resolution Multi-Category Virtual Try-On | Apr 18, 2022 | Virtual Try-onVocal Bursts Intensity Prediction | CodeCode Available | 2 | 5 |
| BooW-VTON: Boosting In-the-Wild Virtual Try-On via Mask-Free Pseudo Data Training | Aug 12, 2024 | Data AugmentationVirtual Try-on | CodeCode Available | 2 | 5 |
| TryOn-Adapter: Efficient Fine-Grained Clothing Identity Adaptation for High-Fidelity Virtual Try-On | Apr 1, 2024 | Virtual Try-on | CodeCode Available | 2 | 5 |
| VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalization | Mar 31, 2021 | Virtual Try-onVocal Bursts Intensity Prediction | CodeCode Available | 2 | 5 |
| Taming the Power of Diffusion Models for High-Quality Virtual Try-On with Appearance Flow | Aug 11, 2023 | DenoisingImage Generation | CodeCode Available | 2 | 5 |
| Texture-Preserving Diffusion Models for High-Fidelity Virtual Try-On | Apr 1, 2024 | DenoisingImage Generation | CodeCode Available | 2 | 5 |
| LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On | May 22, 2023 | Virtual Try-on | CodeCode Available | 2 | 5 |
| Towards Garment Sewing Pattern Reconstruction from a Single Image | Nov 7, 2023 | Garment ReconstructionTexture Synthesis | CodeCode Available | 2 | 5 |
| TryOffDiff: Virtual-Try-Off via High-Fidelity Garment Reconstruction using Diffusion Models | Nov 27, 2024 | Garment ReconstructionImage Generation | CodeCode Available | 2 | 5 |
| Concat-ID: Towards Universal Identity-Preserving Video Synthesis | Mar 18, 2025 | Human-Domain Subject-to-VideoVideo Generation | CodeCode Available | 2 | 5 |
| CAT-DM: Controllable Accelerated Virtual Try-on with Diffusion Model | Nov 30, 2023 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| Image Based Virtual Try-On Network From Unpaired Data | Jun 1, 2020 | Virtual Try-on | CodeCode Available | 1 | 5 |
| Image-Based Virtual Try-On: A Survey | Nov 8, 2023 | Image GenerationSurvey | CodeCode Available | 1 | 5 |
| HiLo: Detailed and Robust 3D Clothed Human Reconstruction with High-and Low-Frequency Information of Parametric Models | Apr 7, 2024 | 3D geometryVirtual Try-on | CodeCode Available | 1 | 5 |
| Improving Virtual Try-On with Garment-focused Diffusion Models | Sep 12, 2024 | Image GenerationVirtual Try-on | CodeCode Available | 1 | 5 |
| Cross Attention Based Style Distribution for Controllable Person Image Synthesis | Aug 1, 2022 | Image GenerationPose Transfer | CodeCode Available | 1 | 5 |
| M3D-VTON: A Monocular-to-3D Virtual Try-On Network | Aug 11, 2021 | Virtual Try-on | CodeCode Available | 1 | 5 |
| CP-VTON+: Clothing Shape and Texture Preserving Image-Based Virtual Try-On | Jun 10, 2020 | Virtual Try-on | CodeCode Available | 1 | 5 |
| Fill in Fabrics: Body-Aware Self-Supervised Inpainting for Image-Based Virtual Try-On | Oct 3, 2022 | Generative Adversarial NetworkVirtual Try-on | CodeCode Available | 1 | 5 |
| Controllable Visual-Tactile Synthesis | May 4, 2023 | Virtual Try-on | CodeCode Available | 1 | 5 |
| A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose | Nov 24, 2021 | 3D Human Pose Estimation3D Human Shape Estimation | CodeCode Available | 1 | 5 |
| FashionTex: Controllable Virtual Try-on with Text and Texture | May 8, 2023 | Virtual Try-on | CodeCode Available | 1 | 5 |
| FICE: Text-Conditioned Fashion Image Editing With Guided GAN Inversion | Jan 5, 2023 | AttributeVirtual Try-on | CodeCode Available | 1 | 5 |
| Learning Garment DensePose for Robust Warping in Virtual Try-On | Mar 30, 2023 | Virtual Try-on | CodeCode Available | 1 | 5 |
| Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-on and Outfit Editing | Apr 14, 2021 | Fashion SynthesisImage Generation | CodeCode Available | 1 | 5 |
| DreamPaint: Few-Shot Inpainting of E-Commerce Items for Virtual Try-On without 3D Modeling | May 2, 2023 | Virtual Try-on | CodeCode Available | 1 | 5 |
