Publications | Pavlo Melnyk

Pavlo Melnyk, Michael Felsberg, Kostas Daniilidis (2026). E$(n)$-Equivariant Spherical Decision Surfaces. ICLR 2026 Workshop GRaM.

PDF Cite Code

Cuong Le, Pavlo Melnyk, Urs Waldmann, Mårten Wadenbäck, Bastian Wandt (2026). QuaMo: Quaternion Motions for Vision-based 3D Human Kinematics Capture. ICLR 2026.

PDF Cite Code arXiv

Cuong Le, Pavlo Melnyk, Bastian Wandt, Mårten Wadenbäck (2026). Flow Matching for Probabilistic Monocular 3D Human Pose Estimation. arXiv preprint.

PDF Cite arXiv

Pavlo Melnyk, Cuong Le, Urs Waldmann, Per-Erik Forssén, Bastian Wandt (2026). On the Role of Rotation Equivariance in Monocular 3D Human Pose Estimation. arXiv preprint.

PDF Cite DOI arXiv

Pavlo Melnyk*, Anmar Karmush*, Ania Beatriz Rodríguez-Barrera, Mårten Wadenbäck, Michael Felsberg, Johanna Rosen, Jonas Björk* (2025). Equivariant Modelling for Catalysis on 2D MXenes. EurIPS 2025 Workshop on SIMBIOCHEM Spotlight (non-archival).

PDF Cite Code Dataset Project

Pavlo Melnyk (2024). Spherical NeurO($n$)s for Geometric Deep Learning. Linköping University Electronic Press.

PDF Cite DOI

Pavlo Melnyk, Michael Felsberg, Mårten Wadenbäck, Andreas Robinson, Cuong Le (2024). O$n$ Learning Deep O$(n)$-Equivariant Hyperspheres. ICML 2024.

PDF Cite Code arXiv

Pavlo Melnyk, Andreas Robinson, Michael Felsberg, Mårten Wadenbäck (2024). TetraSphere: A Neural Descriptor for O(3)-Invariant Point Cloud Analysis. CVPR 2024.

PDF Cite Code Poster Video DOI arXiv

Qiyu Sun, Pavlo Melnyk, Michael Felsberg, Yang Tang (2023). Learning to Augment: Hallucinating Data for Domain Generalized Segmentation. arXiv preprint.

PDF Cite DOI arXiv

Pavlo Melnyk, Mårten Wadenbäck, Michael Felsberg (2022). Steerable 3D Spherical Neurons. ICML 2022 Spotlight.

PDF Cite Code Poster Slides Video arXiv

Pavlo Melnyk, Mårten Wadenbäck, Michael Felsberg (2021). Embed Me If You Can: A Geometric Perceptron. ICCV 2021.

PDF Cite Code Poster Video DOI arXiv

Pavlo Melnyk, Zhiqiang You, Keqin Lin (2020). A High-Performance CNN Method for Offline Handwritten Chinese Character Recognition and Visualization. Soft Computing.

PDF Cite Code DOI arXiv