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  1. github.com › htzheng › CM-GAN-Inpaintinghtzheng/CM-GAN-Inpainting: CM-GAN for Image Inpainting - GitHub

    The official repo for CM-GAN (Cascaded Modulation GAN) for Image Inpainting. We introduce a new cascaded modulation design that cascades global modulation with spatial adaptive modulation for better hole filling. We also introduce an object-aware training scheme to facilitate better object removal.

  2. arxiv.org › abs › 2203[2203.11947] CM-GAN: Image Inpainting with Cascaded ...

    22 de mar. de 2022 · CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training. Haitian Zheng, Zhe Lin, Jingwan Lu, Scott Cohen, Eli Shechtman, Connelly Barnes, Jianming Zhang, Ning Xu, Sohrab Amirghodsi, Jiebo Luo. Recent image inpainting methods have made great progress but often struggle to generate plausible image structures ...

    • arXiv:2203.11947 [cs.CV]
    • 32 pages, 19 figures

  3. research.adobe.com › publication › insetgan-for-fullAdobe Research » InsetGAN for Full-Body Image Generation

    19 de jun. de 2022 · InsetGAN for Full-Body Image Generation. CVPR2022. Publication date: June 19, 2022. Anna Frühstück, Krishna Kumar Singh, Eli Shechtman, Niloy J. Mitra, Peter Wonka, Jingwan (Cynthia) Lu. While GANs can produce photo-realistic images in ideal conditions for certain domains, the generation of full-body human images remains difficult ...

  4. www.semanticscholar.org › paper › CM-GAN:-ImageCM-GAN: Image Inpainting with Cascaded Modulation GAN and ...

    22 de mar. de 2022 · A simple image inpainting baseline, Mobile Inpainting GAN (MI-GAN), which is approximately one order of magnitude computationally cheaper and smaller than existing state-of-the-art inpainting models, and can be efficiently deployed on mobile devices.

  5. arxiv.org › abs › 2203[2203.07293] InsetGAN for Full-Body Image Generation - arXiv.org

    14 de mar. de 2022 · InsetGAN for Full-Body Image Generation. Anna Frühstück, Krishna Kumar Singh, Eli Shechtman, Niloy J. Mitra, Peter Wonka, Jingwan Lu. While GANs can produce photo-realistic images in ideal conditions for certain domains, the generation of full-body human images remains difficult due to the diversity of identities, hairstyles ...

    • arXiv:2203.07293 [cs.CV]

  6. link.springer.com › content › pdfImage Inpainting with Cascaded Modulation GAN and Object ...

    – Cascaded Modulation GAN, a new inpainting network architecture formed by a masked image encoder with Fourier convolution blocks and a cascaded global-spatial modulation-based decoder. – An object-aware mask generation scheme preventing the model from gener-ating new objects inside holes and mimicking realistic inpainting use cases. – A ...

  7. www.researchgate.net › publication › 359227964_Inset(PDF) InsetGAN for Full-Body Image Generation - ResearchGate

    14 de mar. de 2022 · PDF | While GANs can produce photo-realistic images in ideal conditions for certain domains, the generation of full-body human images remains difficult... | Find, read and cite all the research ...