Gideon Stein

German Centre for Integrative Biodiversity Research — Germany

Computer Science · Physical Sciences

16h-index1.9kcitations37works2.32yr avg
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Research Topics

Advanced Vision and Imaging(13), Optical measurement and interference techniques(6), Robotics and Sensor-Based Localization(5), Species Distribution and Climate Change(5), Ecology and Vegetation Dynamics Studies(4)

Publications37 total

Plant diversity influences plant volatile emission with varying effects at the species and community levels
Proceedings of the National Academy of Sciences·2026Open Access
Identifying Deformation Drivers in Dam Segments Using Combined X- and C-Band PS Time Series
Remote Sensing·2025· 4 citedOpen Access
Plant diversity shapes plant volatile emission differently at the species and community level
2025· 3 citedOpen Access
Enhancing the Prediction of Dam Deformations: A Novel Data-Driven Approach
Remote Sensing·2025· 4 citedOpen Access
Seasonal shifts in plant diversity effects on above‐ground–below‐ground phenological synchrony
Journal of Ecology·2025· 6 citedOpen Access
Author response for "Seasonal shifts in plant diversity effects on above‐ground–below‐ground phenological synchrony"
2024
Author response for "Seasonal shifts in plant diversity effects on above‐ground–below‐ground phenological synchrony"
2024
Data-Driven Prediction Of Large Infrastructure Movements Through Persistent Scatterer Time Series Modeling
2024· 3 citedOpen Access
Embracing the black box: Heading towards foundation models for causal discovery from time series data
arXiv (Cornell University)·2024Open Access
When Medical Imaging Met Self-Attention: A Love Story That Didn’t Quite Work out
2024· 3 citedOpen Access
Reducing Bias in Pre-Trained Models by Tuning While Penalizing Change
2024· 2 citedOpen Access
Enhanced stability of grassland soil temperature by plant diversity
Nature Geoscience·2023· 49 cited
Plant diversity stabilizes soil temperature
2023· 11 citedOpen Access
Outcome Prediction and Murmur Detection in Sets of Phonocardiograms by a Deep Learning-Based Ensemble Approach
Computing in cardiology·2022Open Access
Transgenerators
2020
Stabilizing Transformer-Based Action Sequence Generation For Q-Learning
arXiv (Cornell University)·2020· 1 citedOpen Access
Exploring and Exploiting Conditioning of Reinforcement Learning Agents
IEEE Access·2020· 6 citedOpen Access
Conditioning of Reinforcement Learning Agents and its Policy Regularization Application
arXiv (Cornell University)·2019Open Access
Jacobian Policy Optimizations.
arXiv (Cornell University)·2019Open Access
Stereo-Assist: Top-down stereo for driver assistance systems
2010· 34 cited
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Frequent Co-authors

Amnon Shashua(13), Joachim Denzler(12), Maha Shadaydeh(10), Anne Ebeling(6), Nico Eisenhauer(6), Arip Asadulaev(5), Andrey Filchenkov(5), Omer Mano(4), Tim Büchner(4), Ana Elizabeth Bonato Asato(3), Claudia Guimarães‐Steinicke(3), Berit Schreck(3), Teja Kattenborn(3), Stefan Posch(3), Jes Hines(3), Jonas Ziemer(3), Carolin Wicker(3), Jannik Jänichen(3), Katja Last(3), Christiane Schmullius(3)