Anna Hilsmann

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

ECCV (2) ICCV (1) WACV (1)

Top co-authors

Peter Eisert (4) Decai Chen (1) Oliver Schreer (1) Brianne Oberson (1) Florian Barthel (1) Niklas Gard (1) Ingo Feldmann (1) Johannes Künzel (1) Wieland Morgenstern (1)

Research topics

Computer Vision (2) Machine Learning (2) Analysis (2) Computer Science (1) Deep Learning (1) Reinforcement Learning (1) Applications (1) Core Methods (1) Generation (1) Learning Types (1) Methods (1) Models (1)

Keywords

representation learning (1) reinforcement learning (1) weakly supervised learning (1) gaussian splatting (1) scene representation (1) surface reconstruction (1) local smoothness (1) 3d gaussian splatting (1) novel view synthesis (1) temporal coherence (1) dynamic scene reconstruction (1) feature descriptor (1) multi-view video (1) keypoint extraction (1) dynamic surface reconstruction (1) 2d grid (1) perceptual redundancies (1) rendering (1)

Papers

Adaptive and Temporally Consistent Gaussian Surfels for Multi-View Dynamic Reconstruction WACV 2025 RIPE: Reinforcement Learning on Unlabeled Image Pairs for Robust Keypoint Extraction ICCV 2025 Compact 3D Scene Representation via Self-Organizing Gaussian Grids ECCV 2024 SPVLoc: Semantic Panoramic Viewport Matching for 6D Camera Localization in Unseen Environments ECCV 2024