Christian Holz
14 papers · 2022–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Silver π Keyword Champion (3) π Century Club Β· Bronze
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(51)
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Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Renaissance Researcher
(5)
Top co-authors
Research topics
Keywords
motion capture
(3)
heart rate estimation
(3)
time series
(3)
inertial measurement unit
(3)
egocentric vision
(3)
human pose estimation
(2)
diffusion model
(2)
sensor fusion
(2)
self-supervised learning
(1)
hand pose estimation
(1)
uncertainty quantification
(1)
manifold learning
(1)
human motion capture
(1)
deep learning
(1)
belief propagation
(1)
synthetic data generation
(1)
multimodal learning
(1)
eye tracking
(1)
feature representation
(1)
data augmentation
(1)
Papers
Ultra Diffusion Poser: Diffusion-Based Human Motion Tracking from Sparse Inertial Sensors and Ranging-based Between-sensor Distances
CVPR 2026
egoPPG: Heart Rate Estimation from Eye-Tracking Cameras in Egocentric Systems to Benefit Downstream Vision Tasks
ICCV 2025
EgoPressure: A Dataset for Hand Pressure and Pose Estimation in Egocentric Vision
CVPR 2025
Group Inertial Poser: Multi-Person Pose and Global Translation from Sparse Inertial Sensors and Ultra-Wideband Ranging
ICCV 2025
Human Motion Capture from Loose and Sparse Inertial Sensors with Garment-aware Diffusion Models
IJCAI 2025
Shifting the Paradigm: A Diffeomorphism Between Time Series Data Manifolds for Achieving Shift-Invariancy in Deep Learning
ICLR 2025
An Unsupervised Approach for Periodic Source Detection in Time Series
ICML 2024
EgoPoser: Robust Real-Time Egocentric Pose Estimation from Sparse and Intermittent Observations Everywhere
ECCV 2024
EgoSim: An Egocentric Multi-view Simulator and Real Dataset for Body-worn Cameras during Motion and Activity
NeurIPS 2024
MANIKIN: Biomechanically Accurate Neural Inverse Kinematics for Human Motion Estimation
ECCV 2024
WildPPG: A Real-World PPG Dataset of Long Continuous Recordings
NeurIPS 2024
BeliefPPG: Uncertainty-aware heart rate estimation from PPG signals via belief propagation
UAI 2023
Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning
NeurIPS 2023
AvatarPoser: Articulated Full-Body Pose Tracking from Sparse Motion Sensing
ECCV 2022