Scholar
Stefanos Pertigkiozoglou
Google Scholar ID: 8Ti0EGEAAAAJ
PhD Student, University of Pennsylvania
Citations & Impact
Citations
95
H-index
4
i10-index
3
Publications
9
Co-authors
5
list available
Publications
Resume (English only)
Academic Achievements
- ‘Improving Equivariant Model Training via Constraint Relaxation’, NeurIPS 2024: Introduced a method to improve equivariant model training by relaxing constraints during training.
- ‘BiEquiFormer: Bi-Equivariant Representations for Global Point Cloud Registration’, NeurReps 2024: Proposed a bi-equivariant representation-based method for pose-invariant point cloud registration.
- ‘SE(3)-Equivariant Attention Networks for Shape Reconstruction in Function Space’, ICLR 2023: Developed an SE(3)-equivariant Transformer for shape reconstruction from point clouds.
- ‘Learning Augmentation Distributions using Transformed Risk Minimization’, TMLR 2023: Proposed Transformed Risk Minimization (TRM) to jointly learn models and augmentation distributions.
- ‘Detecting Adversarial Examples in Convolutional Neural Networks’, arXiv 2018: Investigated techniques for detecting adversarial examples in CNNs.
