Pavlo Melnyk
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    • E$(n)$-Equivariant Spherical Decision Surfaces
    • QuaMo: Quaternion Motions for Vision-based 3D Human Kinematics Capture
    • Flow Matching for Probabilistic Monocular 3D Human Pose Estimation
    • On the Role of Rotation Equivariance in Monocular 3D Human Pose Estimation
    • Equivariant Modelling for Catalysis on 2D MXenes
    • Spherical NeurO($n$)s for Geometric Deep Learning
    • O$n$ Learning Deep O$(n)$-Equivariant Hyperspheres
    • TetraSphere: A Neural Descriptor for O(3)-Invariant Point Cloud Analysis
    • Learning to Augment: Hallucinating Data for Domain Generalized Segmentation
    • Steerable 3D Spherical Neurons
    • Embed Me If You Can: A Geometric Perceptron
    • A High-Performance CNN Method for Offline Handwritten Chinese Character Recognition and Visualization
  • News
    • Paper accepted at GRaM @ ICLR'26 (PMLR track)
    • Paper accepted at ICLR'26
    • WASP 10-Year Anniversary Feature
    • PhD Graduation Ceremony
    • PhD Defence
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CV

Oct 20, 2024 · 1 min read

You can view my CV here.

Last updated on Mar 2, 2026
PhD Thesis Oct 20, 2024 →

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