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cfb95059128406d088ccb7b01bb2af6e-Paper-Conference.pdf

Neural Information Processing Systems

Neural implicit function based on signed distance field (SDF) has achieved impressiveprogress inreconstructing 3Dmodels withhighfidelity. However,such approaches canonlyrepresent closed surfaces.






In search of the next generation of multimodal datasets

Neural Information Processing Systems

While these advances use different algorithmic techniques, e.g., contrastive learning, diffusion, or auto-regressive modeling, they all rest on a common foundation: large datasets containing paired image-text examples.