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20 de jul. de 2022 · 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.
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 ...
afruehstueck / insetGAN Public. Notifications. Fork 22. Star 167. main. README. MIT license. InsetGAN — Official PyTorch implementation. InsetGAN for Full-Body Image Generation. Anna Frühstück, Krishna Kumar Singh, Eli Shechtman, Niloy Mitra, Peter Wonka, Jingwan Lu. published at CVPR 2022. Project Webpage.
Badour AlBahar, Jingwan Lu, Jimei Yang, Zhixin Shu, Eli Shechtman, and Jia-Bin Huang. 2021. Pose with Style: Detail-Preserving Pose-Guided Image Synthesis with Conditional StyleGAN. ACM Transactions on Graphics (2021). Bibtex
While GANs can produce photo-realistic images in ideal conditions for ... = {Fr\"uhst\"uck, Anna and Singh, Krishna Kumar and Shechtman, Eli and Mitra, Niloy J. and Wonka, Peter and Lu, Jingwan}, title = {InsetGAN for Full-Body Image Generation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern ...
14 de mar. de 2022 · Instead of modeling this complex domain with a single GAN, we propose a novel method to combine multiple pretrained GANs, where one GAN generates a global canvas (e.g., human body) and a set of specialized GANs, or insets, focus on different parts (e.g., faces, shoes) that can be seamlessly inserted onto the global canvas.
21 de oct. de 2022 · We propose cascaded modulation GAN (CM-GAN), a new network design consisting of an encoder with Fourier convolution blocks that extract multi-scale feature representations from the input image with holes and a dual-stream decoder with a novel cascaded global-spatial modulation block at each scale level .
