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Seyed Alireza Moazenipourasil

2 accepted papers

2023

PAPR: Proximity Attention Point Rendering

NeurIPS 2023spotlight

Learning accurate and parsimonious point cloud representations of scene surfaces from scratch remains a challenge in 3D representation learning. Existing point-based methods often suffer from the vanishing gradient problem or require a large number of points to accurately model scene geometry and t…

2022

CHIMLE: Conditional Hierarchical IMLE for Multimodal Conditional Image Synthesis

NeurIPS 2022accept

A persistent challenge in conditional image synthesis has been to generate diverse output images from the same input image despite only one output image being observed per input image. GAN-based methods are prone to mode collapse, which leads to low diversity. To get around this, we leverage Implici…