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Learning Single-Image 3D Reconstruction by Generative Modelling of Shape, Pose and Shading

, and . International Journal of Computer Vision, (Oct 16, 2019)
DOI: 10.1007/s11263-019-01219-8

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Unsupervised Video Prediction from a Single Frame by Estimating 3D Dynamic Scene Structure., , and . CoRR, (2021)Foveation in the Era of Deep Learning., , , and . BMVC, page 703-706. BMVA Press, (2023)Advances in scene understanding : object detection, reconstruction, layouts, and inference. University of Edinburgh, UK, (2019)British Library, EThOS.Object-Centric Image Generation with Factored Depths, Locations, and Appearances., , and . CoRR, (2020)Leveraging 2D Data to Learn Textured 3D Mesh Generation., , and . CVPR, page 7495-7504. Computer Vision Foundation / IEEE, (2020)Unsupervised object-centric video generation and decomposition in 3D., and . NeurIPS, (2020)Unsupervised Causal Generative Understanding of Images., , , and . NeurIPS, (2022)Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation., , , and . BMVC, page 868-869. BMVA Press, (2023)RenderDiffusion: Image Diffusion for 3D Reconstruction, Inpainting and Generation., , , , , , and . CVPR, page 12608-12618. IEEE, (2023)Denoising Diffusion via Image-Based Rendering., , , and . ICLR, OpenReview.net, (2024)