CatVTON: Concatenation Is All You Need for Virtual Try-On with Diffusion Models
Zheng Chong, Xiao Dong, Haoxiang Li, Shiyue Zhang, Wenqing Zhang, Hanqing Zhao, Xujie Zhang, Dongmei Jiang, Xiaodan Liang
2025年份
40顶会引用
摘要
Published as a conference paper at ICLR 2025 pared to other diffusion-based methods. Extensive experiments demonstrate that CatVTON achieves superior qualitative and quantitative results compared to baseline methods and demonstrates strong generalization performance in in-the-wild scenarios, despite being trained solely on public datasets with 73K samples.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了每一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
引用它的顶会 Paper40
- OmniTry: Virtual Try-On Anything without MasksYutong Feng, Linlin Zhang, Hengyuan Cao, Yiming Chen 等NeurIPS 2025 · 被引用 16 次
- Any2anytryon: Leveraging Adaptive Position Embeddings for Versatile Virtual Clothing TasksHailong Guo, Bohan Zeng, Yiren Song, Wentao Zhang 等ICCV 2025 · 被引用 13 次
- MultiBanana: A Challenging Benchmark for Multi-Reference Text-to-Image GenerationYuta Oshima, Daiki Miyake, Kohsei Matsutani, Yusuke Iwasawa 等CVPR 2026 · 被引用 10 次
- Inverse Virtual Try-On: Generating Multi-Category Product-Style Images from Clothed IndividualsDavide Lobba, Fulvio Sanguigni, Bin Ren, Marcella Cornia 等ICLR 2026 · 被引用 7 次
- MIRAGE: Towards AI-Generated Image Detection in the WildOucheng Huang, Manxi Lin, Jiexiang Tan, Xiaoxiong Du 等AAAI 2026 · 被引用 6 次
它引用的顶会 Paper23
- Learning Transferable Visual Models From Natural Language SupervisionAlec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh 等ICML 2021 · 被引用 47,906 次
- An Image is Worth 16x16 Words: Transformers for Image Recognition at ScaleAlexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn 等ICLR 2021 · 被引用 21,477 次
- LoRA: Low-Rank Adaptation of Large Language ModelsEdward J. Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu 等ICLR 2022 · 被引用 18,833 次
- High-Resolution Image Synthesis with Latent Diffusion ModelsRobin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser 等CVPR 2022 · 被引用 13,123 次
- Adding Conditional Control to Text-to-Image Diffusion ModelsLvmin Zhang, Anyi Rao, Maneesh AgrawalaICCV 2023 · 被引用 6,759 次
相关 Paper
- IFCSR: Inference-Free Fidelity-Realism Control for One-Step Diffusion-based Real-World Image Super-ResolutionJonghee Back, Jongju Kim, Jeong-Uk Kim, Eunjin Kim 等CVPR 2026
- ObjectStitch: Object Compositing with Diffusion ModelYizhi Song, Zhifei Zhang, Zhe Lin, Scott Cohen 等CVPR 2023
- One Algorithm to Align Them AllBoyi Pang, Savva Ignatyev, Vladimir Ippolitov, Ramil Khafizov 等CVPR 2026
- Dream Video: Composing Your Dream Videos with Customized Subject and MotionYujie Wei, Shiwei Zhang, Zhiwu Qing, Hangjie Yuan 等CVPR 2024
- Spatially-Invariant Style-Codes Controlled Makeup TransferHan Deng, Chu Han, Hongmin Cai, Guoqiang Han 等CVPR 2021
