3D Representations

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Methods

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Method	Year	Papers
NeRF NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis	2020	514
PointNet PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation	2016	157
3DIS Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets	2020	3
3D Dynamic Scene Graph Kimera: from SLAM to Spatial Perception with 3D Dynamic Scene Graphs	2021	3
GMI Graph Representation Learning via Graphical Mutual Information Maximization	2020	3
StereoLayers Stereo Magnification with Multi-Layer Images	2022	2
Models Genesis Models Genesis	2020	1
imGHUM imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose	2021	1
DeltaConv DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds	2021	1