Holz, Christian

19 publications

NeurIPS 2025 Contimask: Explaining Irregular Time Series via Perturbations in Continuous Time Max Moebus, Björn Braun, Christian Holz

CVPR 2025 EgoPressure: A Dataset for Hand Pressure and Pose Estimation in Egocentric Vision Yiming Zhao, Taein Kwon, Paul Streli, Marc Pollefeys, Christian Holz

ICLRW 2025 Exploring LLM Agents for Cleaning Tabular Machine Learning Datasets Tommaso Bendinelli, Artur Dox, Christian Holz

ICCV 2025 Group Inertial Poser: Multi-Person Pose and Global Translation from Sparse Inertial Sensors and Ultra-Wideband Ranging Ying Xue, Jiaxi Jiang, Rayan Armani, Dominik Hollidt, Yi-Chi Liao, Christian Holz

IJCAI 2025 Human Motion Capture from Loose and Sparse Inertial Sensors with Garment-Aware Diffusion Models Andela Ilic, Jiaxi Jiang, Paul Streli, Xintong Liu, Christian Holz

NeurIPS 2025 Learning Without Augmenting: Unsupervised Time Series Representation Learning via Frame Projections Berken Utku Demirel, Christian Holz

ICLR 2025 Shifting the Paradigm: A Diffeomorphism Between Time Series Data Manifolds for Achieving Shift-Invariancy in Deep Learning Berken Utku Demirel, Christian Holz

NeurIPS 2025 egoEMOTION: Egocentric Vision and Physiological Signals for Emotion and Personality Recognition in Real-World Tasks Matthias Jammot, Björn Braun, Paul Streli, Rafael Wampfler, Christian Holz

ICCV 2025 egoPPG: Heart Rate Estimation from Eye-Tracking Cameras in Egocentric Systems to Benefit Downstream Vision Tasks Björn Braun, Rayan Armani, Manuel Meier, Max Moebus, Christian Holz

ICML 2024 An Unsupervised Approach for Periodic Source Detection in Time Series Berken Utku Demirel, Christian Holz

ECCV 2024 EgoPoser: Robust Real-Time Egocentric Pose Estimation from Sparse and Intermittent Observations Everywhere Jiaxi Jiang, Paul Streli, Manuel Meier, Christian Holz

NeurIPS 2024 EgoSim: An Egocentric Multi-View Simulator and Real Dataset for Body-Worn Cameras During Motion and Activity Dominik Hollidt, Paul Streli, Jiaxi Jiang, Yasaman Haghighi, Changlin Qian, Xintong Liu, Christian Holz

CVPRW 2024 How Suboptimal Is Training rPPG Models with Videos and Targets from Different Body Sites? Björn Braun, Daniel McDuff, Christian Holz

ECCV 2024 MANIKIN: Biomechanically Accurate Neural Inverse Kinematics for Human Motion Estimation Jiaxi Jiang, Paul Streli, Xuejing Luo, Christoph Gebhardt, Christian Holz

CHIL 2024 Systematic Evaluation of Self-Supervised Learning Approaches for Wearable-Based Fatigue Recognition Tamás Visy, Rita Kuznetsova, Christian Holz, Shkurta Gashi

NeurIPS 2024 WildPPG: A Real-World PPG Dataset of Long Continuous Recordings Manuel Meier, Berken Utku Demirel, Christian Holz

UAI 2023 BeliefPPG: Uncertainty-Aware Heart Rate Estimation from PPG Signals via Belief Propagation Valentin Bieri, Paul Streli, Berken Utku Demirel, Christian Holz

NeurIPS 2023 Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning Berken Utku Demirel, Christian Holz

ECCV 2022 AvatarPoser: Articulated Full-Body Pose Tracking from Sparse Motion Sensing Jiaxi Jiang, Paul Streli, Huajian Qiu, Andreas Fender, Larissa Laich, Patrick Snape, Christian Holz