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Arie Kaufman

2 accepted papers

2024

LRM-Zero: Training Large Reconstruction Models with Synthesized Data

NeurIPS 2024poster

We present LRM-Zero, a Large Reconstruction Model (LRM) trained entirely on synthesized 3D data, achieving high-quality sparse-view 3D reconstruction. The core of LRM-Zero is our procedural 3D dataset, Zeroverse, which is automatically synthesized from simple primitive shapes with random texturing a…

2020

Augmenting Colonoscopy Using Extended and Directional CycleGAN for Lossy Image Translation

CVPR 2020poster

Colorectal cancer screening modalities, such as optical colonoscopy (OC) and virtual colonoscopy (VC), are critical for diagnosing and ultimately removing polyps (precursors for colon cancer). The non-invasive VC is normally used to inspect a 3D reconstructed colon (from computed tomography scans) f…

Cited by 67PDFScholar