{"total":124,"rows":[{"id":"2312.01725","title":"StableVITON: Learning Semantic Correspondence with Latent Diffusion Model for Virtual Try-On","created":"2023-12-04","cited_by_count":175,"area":"diffusion"},{"id":"2403.01779","title":"OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on","created":"2024-03-04","cited_by_count":151,"area":"diffusion"},{"id":"2403.05139","title":"Improving Diffusion Models for Authentic Virtual Try-on in the Wild","created":"2024-03-08","cited_by_count":109,"area":"diffusion"},{"id":"2407.15886","title":"CatVTON: Concatenation Is All You Need for Virtual Try-On with Diffusion Models","created":"2024-07-21","cited_by_count":102,"area":"diffusion"},{"id":"2407.12705","title":"IMAGDressing-v1: Customizable Virtual Dressing","created":"2024-07-17","cited_by_count":100,"area":"diffusion"},{"id":"2311.18405","title":"CAT-DM: Controllable Accelerated Virtual Try-on with Diffusion Model","created":"2023-11-30","cited_by_count":48,"area":"diffusion"},{"id":"2403.12965","title":"Wear-Any-Way: Manipulable Virtual Try-on via Sparse Correspondence Alignment","created":"2024-03-19","cited_by_count":43,"area":null},{"id":"2405.11794","title":"ViViD: Video Virtual Try-on using Diffusion Models","created":"2024-05-20","cited_by_count":42,"area":"diffusion"},{"id":"2411.10499","title":"FitDiT: Advancing the Authentic Garment Details for High-fidelity Virtual Try-on","created":"2024-11-15","cited_by_count":40,"area":null},{"id":"2404.01089","title":"Texture-Preserving Diffusion Models for High-Fidelity Virtual Try-On","created":"2024-04-01","cited_by_count":38,"area":"diffusion"},{"id":"2408.06047","title":"BooW-VTON: Boosting In-the-Wild Virtual Try-On via Mask-Free Pseudo Data Training","created":"2024-08-12","cited_by_count":37,"area":"diffusion"},{"id":"2404.17571","title":"Tunnel Try-on: Excavating Spatial-temporal Tunnels for High-quality Virtual Try-on in Videos","created":"2024-04-26","cited_by_count":32,"area":null},{"id":"2403.10783","title":"StableGarment: Garment-Centric Generation via Stable Diffusion","created":"2024-03-16","cited_by_count":27,"area":"diffusion"},{"id":"2412.08486","title":"Learning Flow Fields in Attention for Controllable Person Image Generation","created":"2024-12-11","cited_by_count":27,"area":null},{"id":"2404.17364","title":"MV-VTON: Multi-View Virtual Try-On with Diffusion Models","created":"2024-04-26","cited_by_count":25,"area":"diffusion"},{"id":"2501.11325","title":"CatV2TON: Taming Diffusion Transformers for Vision-Based Virtual Try-On with Temporal Concatenation","created":"2025-01-20","cited_by_count":25,"area":"diffusion"},{"id":"2404.09512","title":"Magic Clothing: Controllable Garment-Driven Image Synthesis","created":"2024-04-15","cited_by_count":23,"area":"diffusion"},{"id":"2405.00448","title":"MMTryon: Multi-Modal Multi-Reference Control for High-Quality Fashion Generation","created":"2024-05-01","cited_by_count":23,"area":null},{"id":"2405.18172","title":"AnyFit: Controllable Virtual Try-on for Any Combination of Attire Across Any Scenario","created":"2024-05-28","cited_by_count":23,"area":null},{"id":"2405.07472","title":"GaussianVTON: 3D Human Virtual Try-ON via Multi-Stage Gaussian Splatting Editing with Image Prompting","created":"2024-05-13","cited_by_count":22,"area":null},{"id":"2407.10625","title":"WildVidFit: Video Virtual Try-On in the Wild via Image-Based Controlled Diffusion Models","created":"2024-07-15","cited_by_count":22,"area":"diffusion"},{"id":"2311.04811","title":"Image-Based Virtual Try-On: A Survey","created":"2023-11-08","cited_by_count":19,"area":null},{"id":"2312.03667","title":"WarpDiffusion: Efficient Diffusion Model for High-Fidelity Virtual Try-on","created":"2023-12-06","cited_by_count":18,"area":"diffusion"},{"id":"2408.11305","title":"UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and Generation","created":"2024-08-21","cited_by_count":17,"area":"mllm"},{"id":"2508.02807","title":"DreamVVT: Mastering Realistic Video Virtual Try-On in the Wild via a Stage-Wise Diffusion Transformer Framework","created":"2025-08-04","cited_by_count":17,"area":"diffusion"},{"id":"2407.16224","title":"OutfitAnyone: Ultra-high Quality Virtual Try-On for Any Clothing and Any Person","created":"2024-07-23","cited_by_count":16,"area":null},{"id":"2409.08258","title":"Improving Virtual Try-On with Garment-focused Diffusion Models","created":"2024-09-12","cited_by_count":15,"area":"diffusion"},{"id":"2505.21325","title":"MagicTryOn: Harnessing Diffusion Transformer for Garment-Preserving Video Virtual Try-on","created":"2025-05-27","cited_by_count":15,"area":"diffusion"},{"id":"2312.04534","title":"PICTURE: PhotorealistIC virtual Try-on from UnconstRained dEsigns","created":"2023-12-07","cited_by_count":14,"area":null},{"id":"2407.15111","title":"D$^4$-VTON: Dynamic Semantics Disentangling for Differential Diffusion based Virtual Try-On","created":"2024-07-21","cited_by_count":14,"area":null},{"id":"2404.14162","title":"FLDM-VTON: Faithful Latent Diffusion Model for Virtual Try-on","created":"2024-04-22","cited_by_count":13,"area":"diffusion"},{"id":"2410.05259","title":"GS-VTON: Controllable 3D Virtual Try-on with Gaussian Splatting","created":"2024-10-07","cited_by_count":13,"area":null},{"id":"2508.13632","title":"OmniTry: Virtual Try-On Anything without Masks","created":"2025-08-19","cited_by_count":13,"area":null},{"id":"2401.13795","title":"Diffuse to Choose: Enriching Image Conditioned Inpainting in Latent Diffusion Models for Virtual Try-All","created":"2024-01-24","cited_by_count":11,"area":"diffusion"},{"id":"2408.00001","title":"Replication in Visual Diffusion Models: A Survey and Outlook","created":"2024-07-07","cited_by_count":11,"area":"diffusion"},{"id":"2408.12340","title":"VTON-HandFit: Virtual Try-on for Arbitrary Hand Pose Guided by Hand Priors Embedding","created":"2024-08-22","cited_by_count":11,"area":null},{"id":"2505.16980","title":"Pursuing Temporal-Consistent Video Virtual Try-On via Dynamic Pose Interaction","created":"2025-05-22","cited_by_count":11,"area":"diffusion"},{"id":"2508.20586","title":"FastFit: Accelerating Multi-Reference Virtual Try-On via Cacheable Diffusion Models","created":"2025-08-28","cited_by_count":11,"area":"diffusion"},{"id":"2503.12165","title":"VTON 360: High-Fidelity Virtual Try-On from Any Viewing Direction","created":"2025-03-15","cited_by_count":10,"area":null},{"id":"2503.20418","title":"ITA-MDT: Image-Timestep-Adaptive Masked Diffusion Transformer Framework for Image-Based Virtual Try-On","created":"2025-03-26","cited_by_count":10,"area":"diffusion"},{"id":"2507.15037","title":"OmniVTON: Training-Free Universal Virtual Try-On","created":"2025-07-20","cited_by_count":9,"area":"diffusion"},{"id":"2407.16511","title":"DreamVTON: Customizing 3D Virtual Try-on with Personalized Diffusion Models","created":"2024-07-23","cited_by_count":8,"area":"diffusion"},{"id":"2411.17017","title":"TED-VITON: Transformer-Empowered Diffusion Models for Virtual Try-On","created":"2024-11-26","cited_by_count":8,"area":"diffusion"},{"id":"2505.16977","title":"Incorporating Visual Correspondence into Diffusion Model for Virtual Try-On","created":"2025-05-22","cited_by_count":8,"area":"diffusion"},{"id":"2508.04825","title":"Voost: A Unified and Scalable Diffusion Transformer for Bidirectional Virtual Try-On and Try-Off","created":"2025-08-06","cited_by_count":8,"area":"diffusion"},{"id":"2412.04146","title":"AnyDressing: Customizable Multi-Garment Virtual Dressing via Latent Diffusion Models","created":"2024-12-05","cited_by_count":7,"area":"diffusion"},{"id":"2508.07597","title":"ShoulderShot: Generating Over-the-Shoulder Dialogue Videos","created":"2025-08-11","cited_by_count":7,"area":null},{"id":"2508.17614","title":"JCo-MVTON: Jointly Controllable Multi-Modal Diffusion Transformer for Mask-Free Virtual Try-on","created":"2025-08-25","cited_by_count":7,"area":"diffusion"},{"id":"2511.18957","title":"Eevee: Towards Close-up High-resolution Video-based Virtual Try-on","created":"2025-11-24","cited_by_count":7,"area":null},{"id":"2410.22901","title":"HelloMeme: Integrating Spatial Knitting Attentions to Embed High-Level and Fidelity-Rich Conditions in Diffusion Models","created":"2024-10-30","cited_by_count":6,"area":"diffusion"},{"id":"2501.03630","title":"MC-VTON: Minimal Control Virtual Try-On Diffusion Transformer","created":"2025-01-07","cited_by_count":6,"area":"diffusion"},{"id":"2503.08650","title":"MF-VITON: High-Fidelity Mask-Free Virtual Try-On with Minimal Input","created":"2025-03-11","cited_by_count":6,"area":"diffusion"},{"id":"2403.14828","title":"Multimodal-Conditioned Latent Diffusion Models for Fashion Image Editing","created":"2024-03-21","cited_by_count":5,"area":"diffusion"},{"id":"2507.11119","title":"Try Harder: Hard Sample Generation and Learning for Clothes-Changing Person Re-ID","created":"2025-07-15","cited_by_count":5,"area":null},{"id":"2403.08453","title":"Better Fit: Accommodate Variations in Clothing Types for Virtual Try-on","created":"2024-03-13","cited_by_count":4,"area":null},{"id":"2501.16757","title":"ITVTON: Virtual Try-On Diffusion Transformer Based on Integrated Image and Text","created":"2025-01-28","cited_by_count":4,"area":"diffusion"},{"id":"2402.03047","title":"PFDM: Parser-Free Virtual Try-on via Diffusion Model","created":"2024-02-05","cited_by_count":3,"area":"diffusion"},{"id":"2404.00878","title":"TryOn-Adapter: Efficient Fine-Grained Clothing Identity Adaptation for High-Fidelity Virtual Try-On","created":"2024-04-01","cited_by_count":3,"area":null},{"id":"2502.14373","title":"CrossVTON: Mimicking the Logic Reasoning on Cross-category Virtual Try-on guided by Tri-zone Priors","created":"2025-02-20","cited_by_count":3,"area":null},{"id":"2504.17414","title":"3DV-TON: Textured 3D-Guided Consistent Video Try-on via Diffusion Models","created":"2025-04-24","cited_by_count":3,"area":"diffusion"},{"id":"2506.21270","title":"Video Virtual Try-on with Conditional Diffusion Transformer Inpainter","created":"2025-06-26","cited_by_count":3,"area":"diffusion"},{"id":"2403.07371","title":"Time-Efficient and Identity-Consistent Virtual Try-On Using A Variant of Altered Diffusion Models","created":"2024-03-12","cited_by_count":2,"area":"diffusion"},{"id":"2403.13951","title":"ACDG-VTON: Accurate and Contained Diffusion Generation for Virtual Try-On","created":"2024-03-20","cited_by_count":2,"area":null},{"id":"2407.12331","title":"I2AM: Interpreting Image-to-Image Latent Diffusion Models via Bi-Attribution Maps","created":"2024-07-17","cited_by_count":2,"area":"diffusion"},{"id":"2504.20042","title":"CompleteMe: Reference-based Human Image Completion","created":"2025-04-28","cited_by_count":2,"area":null},{"id":"2505.19638","title":"HF-VTON: High-Fidelity Virtual Try-On via Consistent Geometric and Semantic Alignment","created":"2025-05-26","cited_by_count":2,"area":null},{"id":"2506.00908","title":"DS-VTON: An Enhanced Dual-Scale Coarse-to-Fine Framework for Virtual Try-On","created":"2025-06-01","cited_by_count":2,"area":null},{"id":"2507.16010","title":"FW-VTON: Flattening-and-Warping for Person-to-Person Virtual Try-on","created":"2025-07-21","cited_by_count":2,"area":null},{"id":"2508.08488","title":"MuGa-VTON: Multi-Garment Virtual Try-On via Diffusion Transformers with Prompt Customization","created":"2025-08-11","cited_by_count":2,"area":"diffusion"},{"id":"2508.12131","title":"DualFit: A Two-Stage Virtual Try-On via Warping and Synthesis","created":"2025-08-16","cited_by_count":2,"area":null},{"id":"2509.13506","title":"DEFT-VTON: Efficient Virtual Try-On with Consistent Generalised H-Transform","created":"2025-09-16","cited_by_count":2,"area":"diffusion"},{"id":"2512.24016","title":"FitControler: Toward Fit-Aware Virtual Try-On","created":"2025-12-30","cited_by_count":2,"area":null},{"id":"2601.22725","title":"OpenVTON-Bench: A Large-Scale High-Resolution Benchmark for Controllable Virtual Try-On Evaluation","created":"2026-01-30","cited_by_count":2,"area":"diffusion"},{"id":"2603.00947","title":"Mobile-VTON: High-Fidelity On-Device Virtual Try-On","created":"2026-03-01","cited_by_count":2,"area":null},{"id":"2603.16747","title":"Semi-supervised Latent Disentangled Diffusion Model for Textile Pattern Generation","created":"2026-03-17","cited_by_count":2,"area":"diffusion"},{"id":"2310.05024","title":"Single Stage Warped Cloth Learning and Semantic-Contextual Attention Feature Fusion for Virtual TryOn","created":"2023-10-08","cited_by_count":1,"area":null},{"id":"2404.12611","title":"Rethinking Clothes Changing Person ReID: Conflicts, Synthesis, and Optimization","created":"2024-04-19","cited_by_count":1,"area":null},{"id":"2406.15331","title":"Masked Extended Attention for Zero-Shot Virtual Try-On In The Wild","created":"2024-06-21","cited_by_count":1,"area":null},{"id":"2408.02803","title":"SiCo: An Interactive Size-Controllable Virtual Try-On Approach for Informed Decision-Making","created":"2024-08-05","cited_by_count":1,"area":null},{"id":"2408.11553","title":"AnyDesign: Versatile Area Fashion Editing via Mask-Free Diffusion","created":"2024-08-21","cited_by_count":1,"area":null},{"id":"2410.12501","title":"DH-VTON: Deep Text-Driven Virtual Try-On via Hybrid Attention Learning","created":"2024-10-16","cited_by_count":1,"area":null},{"id":"2412.11435","title":"Learning Implicit Features with Flow Infused Attention for Realistic Virtual Try-On","created":"2024-12-16","cited_by_count":1,"area":null},{"id":"2504.14011","title":"Fashion-RAG: Multimodal Fashion Image Editing via Retrieval-Augmented Generation","created":"2025-04-18","cited_by_count":1,"area":"rag"},{"id":"2504.15232","title":"Shape-Guided Clothing Warping for Virtual Try-On","created":"2025-04-21","cited_by_count":1,"area":null},{"id":"2506.05858","title":"ChronoTailor: Harnessing Attention Guidance for Fine-Grained Video Virtual Try-On","created":"2025-06-06","cited_by_count":1,"area":null},{"id":"2508.04559","title":"One Model for All: Unified Try-On and Try-Off in Any Pose via LLM-Inspired Bidirectional Tweedie Diffusion","created":"2025-08-06","cited_by_count":1,"area":null},{"id":"2510.04822","title":"AvatarVTON: 4D Virtual Try-On for Animatable Avatars","created":"2025-10-06","cited_by_count":1,"area":null},{"id":"2511.00956","title":"RefTon: Reference person shot assist virtual Try-on","created":"2025-11-02","cited_by_count":1,"area":null},{"id":"2511.01932","title":"Deciphering Personalization: Towards Fine-Grained Explainability in Natural Language for Personalized Image Generation Models","created":"2025-11-02","cited_by_count":1,"area":null},{"id":"2603.19643","title":"OmniDiT: Extending Diffusion Transformer to Omni-VTON Framework","created":"2026-03-20","cited_by_count":1,"area":"diffusion"},{"id":"2605.12939","title":"DirectTryOn: One-Step Virtual Try-On via Straightened Conditional Transport","created":"2026-05-13","cited_by_count":1,"area":null},{"id":"2406.02184","title":"GraVITON: Graph based garment warping with attention guided inversion for Virtual-tryon","created":"2024-06-04","cited_by_count":0,"area":"diffusion"},{"id":"2409.01086","title":"DPDEdit: Detail-Preserved Diffusion Models for Multimodal Fashion Image Editing","created":"2024-09-02","cited_by_count":0,"area":"diffusion"},{"id":"2410.04052","title":"Beyond Imperfections: A Conditional Inpainting Approach for End-to-End Artifact Removal in VTON and Pose Transfer","created":"2024-10-05","cited_by_count":0,"area":null},{"id":"2412.14168","title":"FashionComposer: Compositional Fashion Image Generation","created":"2024-12-18","cited_by_count":0,"area":null},{"id":"2412.14465","title":"DiffusionTrend: A Minimalist Approach to Virtual Fashion Try-On","created":"2024-12-19","cited_by_count":0,"area":"diffusion"},{"id":"2501.06769","title":"ODPG: Outfitting Diffusion with Pose Guided Condition","created":"2025-01-12","cited_by_count":0,"area":"diffusion"},{"id":"2503.01294","title":"Fine-Grained Controllable Apparel Showcase Image Generation via Garment-Centric Outpainting","created":"2025-03-03","cited_by_count":0,"area":"diffusion"},{"id":"2503.11143","title":"GaussianIP: Identity-Preserving Realistic 3D Human Generation via Human-Centric Diffusion Prior","created":"2025-03-14","cited_by_count":0,"area":"diffusion"},{"id":"2504.00562","title":"Diffusion Model-Based Size Variable Virtual Try-On Technology and Evaluation Method","created":"2025-04-01","cited_by_count":0,"area":"diffusion"}],"next_cursor":"100"}