Search Results - "Poirier‐Ginter, Yohan"

ModalNeRF: Neural Modal Analysis and Synthesis for Free‐Viewpoint Navigation in Dynamically Vibrating Scenes by Petitjean, Automne, Poirier‐Ginter, Yohan, Tewari, Ayush, Cordonnier, Guillaume, Drettakis, George

“…Recent advances in Neural Radiance Fields enable the capture of scenes with motion. However, editing the motion is hard; no existing method allows editing…”
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Robust Unsupervised StyleGAN Image Restoration by Poirier-Ginter, Yohan, Lalonde, Jean-Francois

“…GAN-based image restoration inverts the generative process to repair images corrupted by known degradations. Existing unsupervised methods must be carefully…”
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Robust Unsupervised StyleGAN Image Restoration by Poirier-Ginter, Yohan, Lalonde, Jean-François

“…GAN-based image restoration inverts the generative process to repair images corrupted by known degradations. Existing unsupervised methods must be carefully…”
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A Diffusion Approach to Radiance Field Relighting using Multi-Illumination Synthesis by Poirier-Ginter, Yohan, Gauthier, Alban, Philip, Julien, Lalonde, Jean-Francois, Drettakis, George

“…Computer Graphics Forum, Volume 43 (2024), Number 4 Relighting radiance fields is severely underconstrained for multi-view data, which is most often captured…”
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Overparameterization Improves StyleGAN Inversion by Poirier-Ginter, Yohan, Lessard, Alexandre, Smith, Ryan, Lalonde, Jean-François

“…Deep generative models like StyleGAN hold the promise of semantic image editing: modifying images by their content, rather than their pixel values…”
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AdaWCT: Adaptive Whitening and Coloring Style Injection by Dufour, Antoine, Poirier-Ginter, Yohan, Lessard, Alexandre, Smith, Ryan, Lockyer, Michael, Lalonde, Jean-Francois

“…Adaptive instance normalization (AdaIN) has become the standard method for style injection: by re-normalizing features through scale-and-shift operations, it…”
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