Christian Holz
13 papers · 2022–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (19) π Conference Polyglot (8) π Cross-Pollinator (7)
π
Renaissance Researcher
(7)
π
Keyword Champion
(3)
π
Century Club
(13)
β‘
Prolific Year
(5)
Conferences
ECCV (3)
NIPS (3)
ICCV (2)
CVPR (1)
ICLR (1)
ICML (1)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
egocentric vision
(3)
heart rate estimation
(3)
motion capture
(3)
inertial measurement unit
(2)
uncertainty quantification
(1)
self-supervised learning
(1)
data augmentation
(1)
multimodal learning
(1)
human motion capture
(1)
hand pose estimation
(1)
human pose estimation
(1)
sensor fusion
(1)
feature representation
(1)
eye tracking
(1)
synthetic data generation
(1)
time series
(1)
3d pose estimation
(1)
stochastic process
(1)
hidden markov model
(1)
diffusion model
(1)
Papers
EgoPressure: A Dataset for Hand Pressure and Pose Estimation in Egocentric Vision
CVPR 2025
Human Motion Capture from Loose and Sparse Inertial Sensors with Garment-aware Diffusion Models
IJCAI 2025
egoPPG: Heart Rate Estimation from Eye-Tracking Cameras in Egocentric Systems to Benefit Downstream Vision Tasks
ICCV 2025
Group Inertial Poser: Multi-Person Pose and Global Translation from Sparse Inertial Sensors and Ultra-Wideband Ranging
ICCV 2025
Shifting the Paradigm: A Diffeomorphism Between Time Series Data Manifolds for Achieving Shift-Invariancy in Deep Learning
ICLR 2025
MANIKIN: Biomechanically Accurate Neural Inverse Kinematics for Human Motion Estimation
ECCV 2024
WildPPG: A Real-World PPG Dataset of Long Continuous Recordings
NIPS 2024
EgoSim: An Egocentric Multi-view Simulator and Real Dataset for Body-worn Cameras during Motion and Activity
NIPS 2024
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
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
NIPS 2023
AvatarPoser: Articulated Full-Body Pose Tracking from Sparse Motion Sensing
ECCV 2022