Daniel Persson

3 papers · 2022–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

CVPR (1) ICML (1) JMLR (1)

Top co-authors

Fredrik Ohlsson (3) Hampus Linander (2) Oscar Carlsson (2) Christoffer Petersson (2) Jan Gerken (1) Heiner Spieß (1) Emma Andersdotter (1) Jan E. Gerken (1)

Research topics

Deep Learning (3) Architectures (3) Computer Vision (2) Machine Learning (2) Analysis (2) Mathematics & Optimization (1) Application Areas (1) Core AI (1) Core Methods (1) Domain-Specific (1) Mathematics (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

spherical image (2) semantic segmentation (2) manifold learning (1) data augmentation (1) depth estimation (1) convolutional neural network (1) neural ordinary differential equation (1) lie group (1) equivariant neural network (1) spherical data (1) differential invariant (1) group equivariant network (1) fisheye image (1) equivariant model (1) vision transformer (1)

Papers

Equivariant Manifold Neural ODEs and Differential Invariants JMLR 2025 HEAL-SWIN: A Vision Transformer On The Sphere CVPR 2024 Equivariance versus Augmentation for Spherical Images ICML 2022