Virtual Try-On

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2 papers in the last four weeks, down 33% on the four weeks before. 0.0% of all new papers.

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  1. TexTailor: Texture-Preserving Video Virtual Try-On via Adaptive Garment Conditioning

    Sep 30, 2026Zijing Qin, Jun Zhou, Ruicheng Zhang +5Virtual Try-OnGarments

    Tsinghua University, China · Mohamed bin Zayed University of Artificial Intelligence, UAE

  2. JewelTry: Mask-Free Scale Aware Jewelry Virtual Try-On

    Sep 15, 2026Xinlei Niu, Peixia Li, Jun Wang +5Virtual Try-OnLarge-Scale Image Datasets

    Australian National University, Canberra, Australia · Amazon, Melbourne, Australia

  3. BooM-VVT: Boosting Mask-Free Video Virtual Try-On with Image-Level Pseudo Data

    Sep 3, 2026Wei Zhang, Xin Li, Peishu Shi +4Virtual Try-OnKeyframe Selection

    Nanjing University of Science and Technology Nanjing, Jiangsu, China · University of Science and Technology of China Hefei, Anhui, China · National University of Singapore Singapore, Singapore +1

  4. FlowVVTON: Flow-Guided Mask-Free Video Virtual Try-On

    Aug 31, 2026Shengyao Chen, Xianbing Sun, Liqing Zhang +1Virtual Try-OnOptical Flow

    Shanghai Jiao Tong University, Shanghai, China

  5. Beyond Global Realism: Virtual Try-On Evaluation and Optimization with Dimension-wise Garment Fidelity Assessment

    Aug 30, 2026Kaidong Zhang, Yukang Ding, Xiaoyu Liu +1Virtual Try-OnGarments

    Taobao & Tmall Group of Alibaba · Harbin Institute of Technology

  6. VTO: Visual Tool Orchestration for Video Anomaly Detection

    Aug 8, 2026Rui Wang, Yeteng Wu, Xianling Zhang +1Training-Free Video Anomaly DetectionMultimodal Agents

    State Key Laboratory of Networking and Switching Technology Beijing University of Posts and Telecommunications Beijing, China

  7. Controllable Clothing: Precise Labels and Generation for Virtual Try-On with Latent Diffusion Models

    Aug 6, 2026Max Rehman LinderVirtual Try-OnGarments

    PUBLICIS RESOURCES GENAI TEAM · ÉCOLE POLYTECHNIQUE

  8. UniVVT: A Unified End-to-End Framework for High-Fidelity Video Virtual Try-on

    Aug 6, 2026Yushe Cao, Shikun Feng, Fei Shen +5Virtual Try-OnGarments

    Tsinghua University · Zhongguancun Academy · National University of Singapore +2

  9. Layering Virtual Try-On

    Jul 24, 2026Chun Feng, Bowei Chen, Mengyi Shan +1Virtual Try-OnGarments

    University of Washington, Seattle WA 98195, USA

  10. Oxygen-TryOn: Fashion-Native Foundation Model for Any-item Virtual Try-On

    Jul 23, 2026Yong Liu, Xiaolong Fu, Zihang Xu +10Virtual Try-OnGarments

    Oxygen AIGC Group & Joy Future Academy, JD

  11. WearWow: Native 2K Multi-Garment Virtual Try-On via Adaptive Token Packing and Preference Alignment

    Jul 22, 2026Xujie Zhang, Runyan Du, Song Chang +7GarmentsVirtual Try-On

    Shenzhen Campus of Sun Yat-sen University, China · Meitu Lab, China

  12. TAMF-VTON: Texture-Aware Mask-Free Virtual Try-On via High-Fidelity Image Synthesis

    Jul 16, 2026Jie Wang, Qian He, Gaofeng He +2Virtual Try-OnGarments

    State Key Lab of CAD & CG, Zhejiang University and Style3D Research, China · Style3D Research, China · State Key Lab of CAD & CG, Zhejiang University, China

  13. Structure-Detail Decoupled Autoregressive Generation for Fast and High-Fidelity Virtual Try-On

    Jul 13, 2026Lu Yang, Xiaonan Hu, Yanan Li +3Virtual Try-OnGarments

    Huazhong University of Science and Technology, China · Wuhan Institute of Technology, China · Xiaomi EV, China

  14. CtrlVTON: Controllable Virtual Try-On via Visual-Instance-Prompt Segmentation

    Jul 10, 2026Seungyong Lee, Hyun Jun Jang, Sangoh Kim +1Virtual Try-OnGarments

    NXN Labs · Work done during internship at NXN Labs · KAIST

  15. FDM-MFVT: Few-step Sampling Diffusion Model for Mask-Free Virtual Try-On

    Jun 28, 2026Jiaxin Liu, Xiaoye Liang, Lai Jiang +2Virtual Try-OnNoise-Aware

    School of Electronic Information Engineering, Beihang University, Beijing, China · Zhongguancun Academy, Beijing, China · State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China

  16. Virtual Ring Try-On

    Jun 27, 2026Vishnu D. Burkhawala, Zankhana J. Barad, Harshadkumar B. Prajapati +13D HandVirtual Try-On

    Department of Information Technology Dharmsinh Desai University Nadiad, India

  17. ModaFlow: Modality-Aware Flow Matching for High-Fidelity Virtual Try-On

    Jun 26, 2026Xiangyu Sai, Meysam Madadi, Sergio Escalera +1Virtual Try-OnConditional Flow Matching

    South China University of Technology, Guangzhou, China · Universitat de Barcelona, Barcelona, Spain · Computer Vision Center, Bellaterra, Spain +1

  18. TryOnCrafter: Unleashing Camera Trajectories for Realistic Video Virtual Try-on via a Renderable 4D Try-on Proxy

    Jun 24, 2026Hao Sun, Hao Yan, Mengting Chen +7Virtual Try-OnCamera Trajectories

    Institute of Computing Technology, Chinese Academy of Sciences · Taobao & Tmall Group of Alibaba · University of Chinese Academy of Sciences +1

  19. FitVTON: Fit-aware Virtual Try-On via Body-Garment Size Control

    Jun 10, 2026Yiqun Ning, Ao Shen, Chenhang He +1Virtual Try-OnGarments

    Department of Computing, The Hong Kong Polytechnic University, Hong Kong · Nuvatech

  20. MOFA-VTON: More Fashion Possibilities with Fine-Grained Adaptations in Virtual Try-On

    Jun 9, 2026Xiaoyu Han, Chenyang Wang, Jing Wang +3Virtual Try-OnGarments

    Harbin Institute of Technology · HiDream.ai Inc. · Harbin Institute of Technology (Weihai) Qingdao Research Institute

  21. OmniTryOn: Video Try-On Anything at Once!

    Jun 7, 2026Changliang Xia, Chengyou Jia, Minnan Luo +3Virtual Try-OnGarments

    Xi’an Jiaotong University Xi’an, China

  22. iTryOn: Mastering Interactive Video Virtual Try-On with Spatial-Semantic Guidance

    May 20, 2026Jun Zheng, Zhengze Xu, Mengting Chen +6Virtual Try-OnGarments

    Shenzhen Campus of Sun Yat-sen University · Taobao & Tmall Group of Alibaba

  23. LPH-VTON: Resolving the Structure-Texture Dilemma of Virtual Try-On via Latent Process Handover

    May 14, 2026Yixin Liu, Baihong Qian, Jinglin Jiang +6Virtual Try-OnTexture

    Shanghai Jiao Tong University

  24. DirectTryOn: One-Step Virtual Try-On via Straightened Conditional Transport

    May 13, 2026Xianbing Sun, Jiahui Zhan, Liqing Zhang +1Virtual Try-OnDenoising Trajectory

    Shanghai Jiao Tong University

  25. FEAT: Fashion Editing and Try-On from Any Design

    May 4, 2026Soye Kwon, Keonyoung Lee, Dahuin Jung +1GarmentsVirtual Try-On

    Department of Computer Science, Kookmin University · School of Software, Soongsil University · Department of Artificial Intelligence, Chung-Ang University

  26. SIFT-VTON: Geometric Correspondence Supervision on Cross-Attention for Virtual Try-On

    May 2, 2026Kosuke Takemoto, Takafumi KoshinakaVirtual Try-OnCross-Attention

    The Graduate School of Data Science, Yokohama City University, Kanagawa, Japan

  27. TripVVT: A Large-Scale Triplet Dataset and a Coarse-Mask Baseline for In-the-Wild Video Virtual Try-On

    Apr 30, 2026Dingbao Shao, Song Wu, Shenyi Wang +9Virtual Try-OnVideo Dataset

    Nanjing University, China · JIUTIAN Research, CMCC, China · Jilin University, China +1

  28. Tstars-Tryon 1.0: Robust and Realistic Virtual Try-On for Diverse Fashion Items

    Apr 21, 2026Mengting Chen, Zhengrui Chen, Yongchao Du +16Virtual Try-OnGarments

    Alibaba Group

  29. Dress-ED: Instruction-Guided Editing for Virtual Try-On and Try-Off

    Mar 23, 2026Davide Lobba, Fulvio Sanguigni, Bin Ren +3GarmentsVirtual Try-On

    University of Trento, Italy · University of Modena and Reggio Emilia, Italy · MBZUAI, United Arab Emirates

  30. Reference-Free Image Quality Assessment for Virtual Try-On via Human Feedback

    Mar 13, 2026Yuki Hirakawa, Takashi Wada, Ryotaro Shimizu +6Virtual Try-OnImage Quality Assessment

    ZOZO Research · ZOZO Inc. · Keio University

  31. VTEdit-Bench: A Comprehensive Benchmark for Multi-Reference Image Editing Models in Virtual Try-On

    Mar 12, 2026Xiaoye Liang, Zhiyuan Qu, Mingye Zou +4Virtual Try-OnMulti-Image Editing Benchmarks

    School of Electronic Information Engineering, Beihang University, Beijing, China · Zhongguancun Academy, Beijing, China · Faculty of Computing, Harbin Institute of Technology, Harbin, China +2

  32. When Rubrics Fail: Error Enumeration as Reward in Reference-Free RL Post-Training for Virtual Try-On

    Mar 5, 2026Wisdom Ikezogwo, Mehmet Saygin Seyfioglu, Ranjay Krishna +1Reward SignalVirtual Try-On

    University of Washington, Seattle, USA · Amazon, Seattle, USA · Allen Institute for AI

  33. Rethinking Garment Conditioning in Diffusion-based Virtual Try-On: Decouple, Don't Denoise

    Nov 24, 2025Kihyun Na, Jinyoung Choi, Injung KimVirtual Try-OnGarments

    Advanced AI Talent Education and Research Group for Industrial Innovation, Handong Global University, Pohang 37554, Republic of Korea · Department of Artificial Intelligence, Computer and Electrical Engineering, Handong Global University, Pohang 37554, Republic of Korea