Matan Atzmon

10 papers · 2019–2025 · 4 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (14) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (13) 💎 Century Club (10) 🔥 Unstoppable (7)

Conferences

ICLR (4) CVPR (3) NIPS (2) ICML (1)

Top co-authors

Yaron Lipman (7) Sanja Fidler (3) Lior Yariv (3) Or Litany (2) Jiahui Huang (2) Niv Haim (2) Francis Williams (2) Ishan Misra (1) Zan Gojcic (1) Ofer Israelov (1)

Keywords

point cloud (4) surface reconstruction (3) implicit neural representation (3) neural network (2) neural rendering (1) implicit representation (1) neural representation (1) shape reconstruction (1) decision boundary (1) sparse reconstruction (1) novel view synthesis (1) frame averaging (1) signed distance function (1) level-set method (1) implicit surface (1) geometric regularization (1) level-set representation (1) equivariant autoencoder (1) articulated shape (1) multiview stereo (1)

Papers

ReMatching Dynamic Reconstruction Flow ICLR 2025

Approximately Piecewise E(3) Equivariant Point Networks ICLR 2024

Neural Kernel Surface Reconstruction CVPR 2023

Frame Averaging for Invariant and Equivariant Network Design ICLR 2022

Frame Averaging for Equivariant Shape Space Learning CVPR 2022

SALD: Sign Agnostic Learning with Derivatives ICLR 2021

Implicit Geometric Regularization for Learning Shapes ICML 2020

Multiview Neural Surface Reconstruction by Disentangling Geometry and Appearance NIPS 2020

SAL: Sign Agnostic Learning of Shapes From Raw Data CVPR 2020

Controlling Neural Level Sets NIPS 2019