Point convolutional neural networks by extension operators. - Matan Atzmon; Haggai Maron; Yaron Lipman (ACM Trans. Graph., 2018)

Controlling Neural Level Sets. - Matan Atzmon; Niv Haim; Lior Yariv; Ofer Israelov; Haggai Maron; Yaron Lipman (NeurIPS, 2019)

SAL: Sign Agnostic Learning of Shapes From Raw Data. - Matan Atzmon; Yaron Lipman (CVPR, 2020)

Implicit Geometric Regularization for Learning Shapes. - Amos Gropp; Lior Yariv; Niv Haim; Matan Atzmon; Yaron Lipman (ICML, 2020)

Multiview Neural Surface Reconstruction by Disentangling Geometry and Appearance. - Lior Yariv; Yoni Kasten; Dror Moran; Meirav Galun; Matan Atzmon; Ronen Basri; Yaron Lipman (NeurIPS, 2020)

Universal Differentiable Renderer for Implicit Neural Representations. - Lior Yariv; Matan Atzmon; Yaron Lipman (CoRR, 2020)

SAL++: Sign Agnostic Learning with Derivatives. - Matan Atzmon; Yaron Lipman (CoRR, 2020)

Isometric Autoencoders. - Matan Atzmon; Amos Gropp; Yaron Lipman (CoRR, 2020)

SALD: Sign Agnostic Learning with Derivatives. - Matan Atzmon; Yaron Lipman (ICLR, 2021)

Augmenting Implicit Neural Shape Representations with Explicit Deformation Fields. - Matan Atzmon; David Novotný; Andrea Vedaldi; Yaron Lipman (CoRR, 2021)

Frame Averaging for Equivariant Shape Space Learning. - Matan Atzmon; Koki Nagano; Sanja Fidler; Sameh Khamis; Yaron Lipman (CVPR, 2022)

Frame Averaging for Invariant and Equivariant Network Design. - Omri Puny; Matan Atzmon; Edward J. Smith; Ishan Misra; Aditya Grover; Heli Ben-Hamu; Yaron Lipman (ICLR, 2022)

Neural Kernel Surface Reconstruction. - Jiahui Huang; Zan Gojcic; Matan Atzmon; Or Litany; Sanja Fidler; Francis Williams (CVPR, 2023)

Approximately Piecewise E(3) Equivariant Point Networks. - Matan Atzmon; Jiahui Huang; Francis Williams; Or Litany (ICLR, 2024)

SpaceMesh: A Continuous Representation for Learning Manifold Surface Meshes. - Tianchang Shen; Zhaoshuo Li; Marc T. Law; Matan Atzmon; Sanja Fidler; James Lucas; Jun Gao 004; Nicholas Sharp (SIGGRAPH Asia, 2024)

ReMatching Dynamic Reconstruction Flow. - Sara Oblak; Despoina Paschalidou; Sanja Fidler; Matan Atzmon (ICLR, 2025)