22 citations · 28 across the 11 of their papers we have counts for
11 papers
Molecular Diffusion Models with Virtual Receptors
Matan Halfon, Eyal Rozenberg, Ehud Rivlin +1
Machine learning approaches to Structure-Based Drug Design (SBDD) have proven quite fertile over the last few years. In particular, diffusion-based approaches to SBDD have shown gr…
A Theoretical Framework for an Efficient Normalizing Flow-Based Solution to the Electronic Schrodinger Equation
Daniel Freedman, Eyal Rozenberg, Alex Bronstein
A central problem in quantum mechanics involves solving the Electronic Schrodinger Equation for a molecule or material. The Variational Monte Carlo approach to this problem approxi…
Overcoming Order in Autoregressive Graph Generation
Edo Cohen-Karlik, Eyal Rozenberg, Daniel Freedman
Graph generation is a fundamental problem in various domains, including chemistry and social networks. Recent work has shown that molecular graph generation using recurrent neural…
Designing Nonlinear Photonic Crystals for High-Dimensional Quantum State Engineering
Eyal Rozenberg, Aviv Karnieli, Ofir Yesharim +8
We propose a novel, physically-constrained and differentiable approach for the generation of D-dimensional qudit states via spontaneous parametric down-conversion (SPDC) in quantum…
Semi-Equivariant Conditional Normalizing Flows
Eyal Rozenberg, Daniel Freedman
We study the problem of learning conditional distributions of the form , where and are two 3D graphs, using continuous normalizing flows. We derive a se…
Semi-Equivariant Continuous Normalizing Flows for Target-Aware Molecule Generation
Eyal Rozenberg, Daniel Freedman
We propose an algorithm for learning a conditional generative model of a molecule given a target. Specifically, given a receptor molecule that one wishes to bind to, the conditiona…
SPDCinv: Inverse Quantum-Optical Design of High-Dimensional Qudits
Eyal Rozenberg, Aviv Karnieli, Ofir Yesharim +5
Spontaneous parametric down-conversion in quantum optics is an invaluable resource for the realization of high-dimensional qudits with spatial modes of light. One of the main open…
Inverse Design of Quantum Holograms in Three-Dimensional Nonlinear Photonic Crystals
Eyal Rozenberg, Aviv Karnieli, Ofir Yesharim +4
We introduce a systematic approach for designing 3D nonlinear photonic crystals and pump beams for generating desired quantum correlations between structured photon-pairs. Our mode…
Localization with Limited Annotation for Chest X-rays
Eyal Rozenberg, Daniel Freedman, Alex Bronstein
Localization of an object within an image is a common task in medical imaging. Learning to localize or detect objects typically requires the collection of data which has been label…
Broadband and robust adiabatic second-harmonic generation by a temperature gradient in birefringently phase-matched lithium triborate crystal
Eyal Rozenberg, Ady Arie
Phase-matched nonlinear processes exhibit a tradeoff between the conversion efficiency and the acceptance bandwidth. Adiabatic nonlinear processes, in which the phase mismatch vari…
A computational model for analytic column stores
Eyal Rozenberg
This work presents an abstract model for the computations performed by analytic column stores or columnar query processors. The model is based on circuits whose wires carry columns…