Juan Pablo Rivera

24 papers C 4Journal 17Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Aggressive Compression Enables LLM Weight Theft.
CoRR
Davis Brown, Juan Pablo Rivera, Dan Hendrycks, Mantas Mazeika
2024 — conf
Escalation Risks from Language Models in Military and Diplomatic Decision-Making.
FAccT
Juan Pablo Rivera, Gabriel Mukobi, Anka Reuel, Max Lamparth, Chandler Smith, Jacquelyn Schneider
2024 J jnl
Escalation Risks from Language Models in Military and Diplomatic Decision-Making.
CoRR
Juan Pablo Rivera, Gabriel Mukobi, Anka Reuel, Max Lamparth, Chandler Smith, Jacquelyn Schneider
2024 J jnl
Towards Measuring Goal-Directedness in AI Systems.
CoRR
Dylan Xu, Juan Pablo Rivera
2023 J jnl
High resolution retrieval of leaf chlorophyll content over Himalayan pine forest using Visible/IR sensors mounted on UAV and radiative transfer model.
Ecol. Informatics
Prachi Singh, Prashant K. Srivastava, Jochem Verrelst, R. K. Mall, Juan Pablo Rivera, Vikas Dugesar, Rajendra Prasad
2020 J jnl
Active Learning Methods for Efficient Hybrid Biophysical Variable Retrieval.
CoRR
Jochem Verrelst, Sara Dethier, Juan Pablo Rivera, Jordi Muñoz-Marí, Gustau Camps-Valls, José F. Moreno
2020 J jnl
Estimation of leaf area index using PROSAIL based LUT inversion, MLRA-GPR and empirical models: Case study of tropical deciduous forest plantation, North India.
Int. J. Appl. Earth Obs. Geoinformation
Sanjiv K. Sinha, Hitendra Padalia, Anindita Dasgupta, Jochem Verrelst, Juan Pablo Rivera
2020 J jnl
Spectral band selection for vegetation properties retrieval using Gaussian processes regression.
CoRR
Jochem Verrelst, Juan Pablo Rivera, Anatoly A. Gitelson, Jesús Delegido, José F. Moreno, Gustau Camps-Valls
2018 C conf
Remote Estimation of Canopy Water Content in Different Crop Types with New Hyperspectral Indices.
IGARSS
Nieves Pasqualotto, Jesús Delegido, Shari Van Wittenberghe, Jochem Verrelst, Juan Pablo Rivera, José Moreno
2018 J jnl
Retrieval of canopy water content of different crop types with two new hyperspectral indices: Water Absorption Area Index and Depth Water Index.
Int. J. Appl. Earth Obs. Geoinformation
Nieves Pasqualotto, Jesús Delegido, Shari Van Wittenberghe, Jochem Verrelst, Juan Pablo Rivera, José F. Moreno
2016 J jnl
Active Learning Methods for Efficient Hybrid Biophysical Variable Retrieval.
IEEE Geosci. Remote. Sens. Lett.
Jochem Verrelst, Sara Dethier, Juan Pablo Rivera, Jordi Muñoz-Marí, Gustau Camps-Valls, José F. Moreno
2016 J jnl
Emulation of Leaf, Canopy and Atmosphere Radiative Transfer Models for Fast Global Sensitivity Analysis.
Remote. Sens.
Jochem Verrelst, Neus Sabater, Juan Pablo Rivera, Jordi Muñoz-Marí, Jorge Vicent, Gustau Camps-Valls, José F. Moreno
2016 J jnl
FLEX End-to-End Mission Performance Simulator.
IEEE Trans. Geosci. Remote. Sens.
Jorge Vicent, Neus Sabater, Carolina Tenjo, Juan Ramon Acarreta, María Manzano, Juan Pablo Rivera, Pedro Jurado, Raffaella Franco, Luis Alonso, Jochem Verrelst, José F. Moreno
2016 J jnl
Spectral band selection for vegetation properties retrieval using Gaussian processes regression.
Int. J. Appl. Earth Obs. Geoinformation
Jochem Verrelst, Juan Pablo Rivera, Anatoly A. Gitelson, Jesús Delegido, José F. Moreno, Gustau Camps-Valls
2015 J jnl
An Emulator Toolbox to Approximate Radiative Transfer Models with Statistical Learning.
Remote. Sens.
Juan Pablo Rivera, Jochem Verrelst, José Gómez-Dans, Jordi Muñoz-Marí, José F. Moreno, Gustau Camps-Valls
2015 J jnl
Brown and green LAI mapping through spectral indices.
Int. J. Appl. Earth Obs. Geoinformation
Jesús Delegido, Jochem Verrelst, Juan Pablo Rivera, Antonio Ruiz-Verdú, José F. Moreno
2015 C conf
Replacing radiative transfer models by surrogate approximations through machine learning.
IGARSS
Jochem Verrelst, Juan Pablo Rivera, José Gómez-Dans, Gustau Camps-Valls, José F. Moreno
2014 — conf
Global sensitivity analysis of the A-SCOPE model in support of future FLEX fluorescence retrievals.
WHISPERS
Jochem Verrelst, Juan Pablo Rivera, Christiaan van der Tol, Federico Magnani, Gina Mohammed, José F. Moreno
2014 J jnl
On the Semi-Automatic Retrieval of Biophysical Parameters Based on Spectral Index Optimization.
Remote. Sens.
Juan Pablo Rivera, Jochem Verrelst, Jesús Delegido, Frank Veroustraete, José F. Moreno
2014 J jnl
Optimizing LUT-Based RTM Inversion for Semiautomatic Mapping of Crop Biophysical Parameters from Sentinel-2 and -3 Data: Role of Cost Functions.
IEEE Trans. Geosci. Remote. Sens.
Jochem Verrelst, Juan Pablo Rivera, Ganna Leonenko, Luis Alonso, José F. Moreno
2014 — conf
Synthetic scene simulator for hyperspectral spaceborne passive optical sensors. Application to ESA's FLEX/sentinel-3 tandem mission.
WHISPERS
Juan Pablo Rivera, Neus Sabater, Carolina Tenjo, Jorge Vicent, Luis Alonso, José F. Moreno
2013 J jnl
Multiple Cost Functions and Regularization Options for Improved Retrieval of Leaf Chlorophyll Content and LAI through Inversion of the PROSAIL Model.
Remote. Sens.
Juan Pablo Rivera, Jochem Verrelst, Ganna Leonenko, José F. Moreno
2012 C conf
Optimizing LUT-based radiative transfer model inversion for retrieval of biophysical parameters using hyperspectral data.
IGARSS
Jochem Verrelst, Juan Pablo Rivera, Ganna Leonenko, Luis Alonso, José F. Moreno
2012 C conf
Potential retrieval of biophysical parameters from FLORIS, S3-OLCI and its synergy.
IGARSS
Jochem Verrelst, Juan Pablo Rivera, Luis Alonso, Rasmus Lindstrot, José F. Moreno