Matthias Müller

15 papers · 2018–2025 · 9 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (28) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

🧬 Topic Evolution 👑 Triple Crown 🏆 Grand Slam ⚡ Prolific Year · Productive ❓ The Questioner 💎 Century Club · Bronze 🚀 Conference Pioneer 🗃️ Keyword Collector (65)

Venues

CVPR (2) ECCV (2) ICCV (2) ICML (2) NeurIPS (2) RSS (2) AAAI (1) ICLR (1) IJCAI (1)

Top co-authors

zhipeng cai (6) Bernard Ghanem (6) Cheng Wang (3) Vladlen Koltun (3) Adel Bibi (3) Guohao Li (3) Elia Kaufmann (2) Zijun Li (2) Antonio Loquercio (2) Motasem Alfarra (2)

Research topics

Machine Learning (10) Learning Types (7) Computer Vision (6) Analysis (5) Application Areas (5) Artificial Intelligence (4) Core AI (4) Deep Learning (3) Architectures (2) Techniques (2) Reinforcement Learning (1) Applications (1) Core Methods (1) Domain-Specific (1) Generation (1)

Keywords

semantic segmentation (3) continual learning (3) point cloud (2) reinforcement learning (2) acrobatic flight (2) test-time adaptation (2) sim-to-real transfer (2) quadrotor control (2) image classification (2) graph convolutional network (2) data augmentation (1) knowledge distillation (1) self-supervised learning (1) autonomous driving (1) online learning (1) event camera (1) scene representation (1) point cloud registration (1) sensor fusion (1) neural architecture search (1)

Papers

Boxi: Design Decisions in the Context of Algorithmic Performance for Robotics RSS 2025 Evaluation of Test-Time Adaptation Under Computational Time Constraints ICML 2024 GIM: Learning Generalizable Image Matcher From Internet Videos ICLR 2024 Label Delay in Online Continual Learning NeurIPS 2024 LiSA: LiDAR Localization with Semantic Awareness CVPR 2024 Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field Representation and Generation ECCV 2024 SimCS: Simulation for Domain Incremental Online Continual Segmentation AAAI 2024 CLNeRF: Continual Learning Meets NeRF ICCV 2023 E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation Learning NeurIPS 2023 Deep Drone Acrobatics (Extended Abstract) IJCAI 2021 Training Graph Neural Networks with 1000 Layers ICML 2021 Deep Drone Acrobatics RSS 2020 SGAS: Sequential Greedy Architecture Search CVPR 2020 DeepGCNs: Can GCNs Go As Deep As CNNs? ICCV 2019 TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild ECCV 2018