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cs.CV2024
Generative Lifting of Multiview to 3D from Unknown Pose: Wrapping NeRF inside Diffusion
Xin Yuan, Rana Hanocka, Michael Maire
We cast multiview reconstruction from unknown pose as a generative modeling problem. From a collection of unannotated 2D images of a scene, our approach simultaneously learns both…
cs.CV2023★ 1 cited
Structural Adversarial Objectives for Self-Supervised Representation Learning
Xiao Zhang, Michael Maire
Within the framework of generative adversarial networks (GANs), we propose objectives that task the discriminator for self-supervised representation learning via additional structu…
cs.CV2014
Reconstructive Sparse Code Transfer for Contour Detection and Semantic Labeling
Michael Maire, Stella X. Yu, Pietro Perona
We frame the task of predicting a semantic labeling as a sparse reconstruction procedure that applies a target-specific learned transfer function to a generic deep sparse code repr…