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Genpei Zhang

3 accepted papers

2026

MicroFM: Physics-guided Flow Matching for Isotropic Microscopy Reconstruction

CVPR 2026

Isotropic microscopy reconstruction remains challenging because the anisotropic point spread function in optical systems yields much poorer axial resolution and hampers accurate 3D analysis. Hardware strategies can approach isotropy, yet they are complex, costly, susceptible to sidelobes, and introd

Cited by 0SourceScholar
2025

EgoPrivacy: What Your First-Person Camera Says About You?

ICML 2025poster

While the rapid proliferation of wearable cameras has raised significant concerns about egocentric video privacy, prior work has largely overlooked the unique privacy threats posed to the camera wearer. This work investigates the core question: How much privacy information about the camera wearer ca…

2025

PolyhedronNet: Representation Learning for Polyhedra with Surface-attributed Graph

ICLR 2025poster

Ubiquitous geometric objects can be precisely and efficiently represented as polyhedra. The transformation of a polyhedron into a vector, known as polyhedra representation learning, is crucial for manipulating these shapes with mathematical and statistical tools for tasks like classification, cluste…