activity
20172021
most citedGradient Dynamics of Shallow Univariate ReLU Networks

36 citations · 44 across the 5 of their papers we have counts for

collaborators

16 papers

math.NA2021

Convergence Analysis of the Algorithm in "Efficient and Robust Discrete Conformal Equivalence with Boundary"

Denis Zorin

In this note we prove that the version of Newton algorithm with line search we used in [2] converges quadratically.

cs.LG20214 cited

An Extensible Benchmark Suite for Learning to Simulate Physical Systems

Karl Otness, Arvi Gjoka, Joan Bruna +4

Simulating physical systems is a core component of scientific computing, encompassing a wide range of physical domains and applications. Recently, there has been a surge in data-dr…

cs.GR2021

Orienting Point Clouds with Dipole Propagation

Gal Metzer, Rana Hanocka, Denis Zorin +3

Establishing a consistent normal orientation for point clouds is a notoriously difficult problem in geometry processing, requiring attention to both local and global shape characte…

cs.CV2020

Towards Part-Based Understanding of RGB-D Scans

Alexey Bokhovkin, Vladislav Ishimtsev, Emil Bogomolov +4

Recent advances in 3D semantic scene understanding have shown impressive progress in 3D instance segmentation, enabling object-level reasoning about 3D scenes; however, a finer-gra…

cs.CV2020

CAD-Deform: Deformable Fitting of CAD Models to 3D Scans

Vladislav Ishimtsev, Alexey Bokhovkin, Alexey Artemov +4

Shape retrieval and alignment are a promising avenue towards turning 3D scans into lightweight CAD representations that can be used for content creation such as mobile or AR/VR gam…

cs.CV2020

Making DensePose fast and light

Ruslan Rakhimov, Emil Bogomolov, Alexandr Notchenko +4

DensePose estimation task is a significant step forward for enhancing user experience computer vision applications ranging from augmented reality to cloth fitting. Existing neural…