Maxim Neumann

45 papers A* 1C 11Journal 23Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Tree crop mapping of South America reveals links to deforestation and conservation.
CoRR
Yuchang Jiang, Anton Raichuk, Xiaoye Tong, Vivien Sainte Fare Garnot, Daniel Ortiz-Gonzalo, Dan Morris, Konrad Schindler, Jan Dirk Wegner, Maxim Neumann
2025 J jnl
Heterogenous graph neural networks for species distribution modeling.
CoRR
Lauren Harrell, Christine Kaeser-Chen, Burcu Karagol Ayan, Keith Anderson, Michelangelo Conserva, Elise Kleeman, Maxim Neumann, Matt Overlan, Melissa Chapman, Drew Purves
2025 J jnl
Not Every Tree Is a Forest: Benchmarking Forest Types from Satellite Remote Sensing.
CoRR
Yuchang Jiang, Maxim Neumann
2025 J jnl
Uncertainty evaluation of segmentation models for Earth observation.
CoRR
Mélanie Rey, Andriy Mnih, Maxim Neumann, Matt Overlan, Drew Purves
2025 J jnl
Zero-Shot Multi-Spectral Learning: Reimagining a Generalist Multimodal Gemini 2.5 Model for Remote Sensing Applications.
CoRR
Ganesh Satish Mallya, Yotam Gigi, Dahun Kim, Maxim Neumann, Genady Beryozkin, Tomer Shekel, Anelia Angelova
2024 C conf
PLANTED: A Dataset for Planted Forest Identification from Multi-Satellite Time Series.
IGARSS
Luis Miguel Pazos-Outón, Cristina Nader Vasconcelos, Anton Raichuk, Anurag Arnab, Dan Morris, Maxim Neumann
2024 J jnl
PaliGemma: A versatile 3B VLM for transfer.
CoRR
Lucas Beyer, Andreas Steiner, André Susano Pinto, Alexander Kolesnikov, Xiao Wang, Daniel Salz, Maxim Neumann, Ibrahim Alabdulmohsin, Michael Tschannen, Emanuele Bugliarello, Thomas Unterthiner, Daniel Keysers, Skanda Koppula, Fangyu Liu, Adam Grycner, Alexey A. Gritsenko, Neil Houlsby, Manoj Kumar, Keran Rong, Julian Eisenschlos, Rishabh Kabra, Matthias Bauer, Matko Bosnjak, Xi Chen, Matthias Minderer, Paul Voigtlaender, Ioana Bica, Ivana Balazevic, Joan Puigcerver, Pinelopi Papalampidi, Olivier J. Hénaff, Xi Xiong, Radu Soricut, Jeremiah Harmsen, Xiaohua Zhai
2024 J jnl
Planted: a dataset for planted forest identification from multi-satellite time series.
CoRR
Luis Miguel Pazos-Outón, Cristina Nader Vasconcelos, Anton Raichuk, Anurag Arnab, Dan Morris, Maxim Neumann
2022 J jnl
Simple Open-Vocabulary Object Detection with Vision Transformers.
CoRR
Matthias Minderer, Alexey A. Gritsenko, Austin Stone, Maxim Neumann, Dirk Weissenborn, Alexey Dosovitskiy, Aravindh Mahendran, Anurag Arnab, Mostafa Dehghani, Zhuoran Shen, Xiao Wang, Xiaohua Zhai, Thomas Kipf, Neil Houlsby
2022 — conf
Simple Open-Vocabulary Object Detection.
ECCV (10)
Matthias Minderer, Alexey A. Gritsenko, Austin Stone, Maxim Neumann, Dirk Weissenborn, Alexey Dosovitskiy, Aravindh Mahendran, Anurag Arnab, Mostafa Dehghani, Zhuoran Shen, Xiao Wang, Xiaohua Zhai, Thomas Kipf, Neil Houlsby
2021 J jnl
Continental-Scale Building Detection from High Resolution Satellite Imagery.
CoRR
Wojciech Sirko, Sergii Kashubin, Marvin Ritter, Abigail Annkah, Yasser Salah Eddine Bouchareb, Yann N. Dauphin, Daniel Keysers, Maxim Neumann, Moustapha Cissé, John Quinn
2021 A* conf
Scaling Vision with Sparse Mixture of Experts.
NeurIPS
Carlos Riquelme, Joan Puigcerver, Basil Mustafa, Maxim Neumann, Rodolphe Jenatton, André Susano Pinto, Daniel Keysers, Neil Houlsby
2021 J jnl
Scaling Vision with Sparse Mixture of Experts.
CoRR
Carlos Riquelme, Joan Puigcerver, Basil Mustafa, Maxim Neumann, Rodolphe Jenatton, André Susano Pinto, Daniel Keysers, Neil Houlsby
2020 — conf
AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification.
ECCV (8)
Xiaofang Wang, Xuehan Xiong, Maxim Neumann, A. J. Piergiovanni, Michael S. Ryoo, Anelia Angelova, Kris M. Kitani, Wei Hua
2020 J jnl
AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification.
CoRR
Xiaofang Wang, Xuehan Xiong, Maxim Neumann, A. J. Piergiovanni, Michael S. Ryoo, Anelia Angelova, Kris M. Kitani, Wei Hua
2020 C conf
Training General Representations for Remote Sensing Using in-Domain Knowledge.
IGARSS
Maxim Neumann, André Susano Pinto, Xiaohua Zhai, Neil Houlsby
2020 J jnl
Training general representations for remote sensing using in-domain knowledge.
CoRR
Maxim Neumann, André Susano Pinto, Xiaohua Zhai, Neil Houlsby
2019 J jnl
In-domain representation learning for remote sensing.
CoRR
Maxim Neumann, André Susano Pinto, Xiaohua Zhai, Neil Houlsby
2019 J jnl
The Visual Task Adaptation Benchmark.
CoRR
Xiaohua Zhai, Joan Puigcerver, Alexander Kolesnikov, Pierre Ruyssen, Carlos Riquelme, Mario Lucic, Josip Djolonga, André Susano Pinto, Maxim Neumann, Alexey Dosovitskiy, Lucas Beyer, Olivier Bachem, Michael Tschannen, Marcin Michalski, Olivier Bousquet, Sylvain Gelly, Neil Houlsby
2018 — conf
Progressive Neural Architecture Search.
ECCV (1)
Chenxi Liu, Barret Zoph, Maxim Neumann, Jonathon Shlens, Wei Hua, Li-Jia Li, Li Fei-Fei, Alan L. Yuille, Jonathan Huang, Kevin Murphy
2017 J jnl
Application of Repeat-Pass TerraSAR-X Staring Spotlight Interferometric Coherence to Monitor Pasture Biophysical Parameters: Limitations and Sensitivity Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Iftikhar Ali, Brian Barrett, Fiona Cawkwell, Stuart Green, Edward Dwyer, Maxim Neumann
2016 C conf
Biomass change in disturbed, secondary, and primary tropical forests from TanDEM-X.
IGARSS
Robert N. Treuhaft, Maxim Neumann, Michael Keller, Fábio Guimarães Gonçalves, João Roberto dos Santos
2016 J jnl
Detection of Durable and Permanent Changes in Urban Areas Using Multitemporal Polarimetric UAVSAR Data.
IEEE Geosci. Remote. Sens. Lett.
Duk-jin Kim, Scott Hensley, Sang-Ho Yun, Maxim Neumann
2016 C conf
Validation of the new SRTM digital elevation model (NASADEM) with ICESAT/GLAS over the United States.
IGARSS
Marc Simard, Maxim Neumann, Sean Buckley
2015 J jnl
Review of Machine Learning Approaches for Biomass and Soil Moisture Retrievals from Remote Sensing Data.
Remote. Sens.
Iftikhar Ali, Felix Greifeneder, Jelena Stamenkovic, Maxim Neumann, Claudia Notarnicola
2014 J jnl
Polarimetric Backscatter Optimization for Biophysical Parameter Estimation.
IEEE Geosci. Remote. Sens. Lett.
Maxim Neumann, Sassan S. Saatchi
2013 J jnl
Impacts of Spatial Variability on Aboveground Biomass Estimation from L-Band Radar in a Temperate Forest.
Remote. Sens.
Chelsea Robinson, Sassan Saatchi, Maxim Neumann, Thomas W. Gillespie
2012 J jnl
Assessing Performance of L- and P-Band Polarimetric Interferometric SAR Data in Estimating Boreal Forest Above-Ground Biomass.
IEEE Trans. Geosci. Remote. Sens.
Maxim Neumann, Sassan Saatchi, Lars M. H. Ulander, Johan E. S. Fransson
2012 C conf
Quantifying spatial and temporal dynamics of tropical forest structure using high resolution airborne lidar.
IGARSS
Maxim Neumann, Sassan S. Saatchi, David B. Clark
2012 C conf
Some first polarimetric-interferometric multi-baseline and tomographic results at Harvard forest using UAVSAR.
IGARSS
Scott Hensley, Thierry Michel, Maxim Neumann, Marco Lavalle, Ronald Muellerschoen, Bruce Chapman, Cathleen E. Jones, Razi Ahmed, Fabrizio Lombardini, Paul Siqueira
2012 C conf
Tropical forest structure estimation using polarimetric SAR tomography at P-band.
IGARSS
Yue Huang, Laurent Ferro-Famil, Maxim Neumann
2011 C conf
Parametric and non-parametric forest biomass estimation from PolInSAR data.
IGARSS
Maxim Neumann, Sassan Saatchi, Lars M. H. Ulander, Johan E. S. Fransson
2011 C conf
Polarimetric optimization for biophysical parameter estimation.
IGARSS
Maxim Neumann
2010 J jnl
Estimation of Forest Structure, Ground, and Canopy Layer Characteristics From Multibaseline Polarimetric Interferometric SAR Data.
IEEE Trans. Geosci. Remote. Sens.
Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber
2009 — conf
A Polarimetric Vegetation Model to Retrieve Particle and Orientation Distribution Characteristics.
IGARSS (4)
Maxim Neumann, Laurent Ferro-Famil, Marc Jäger, Andreas Reigber, Eric Pottier
2009 — conf
Forest Parameter Retrieval using a General Repeat-pass Polarimetric Interferometric Vegetation Model.
IGARSS (4)
Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber
2009 — conf
Multi-baseline POL-inSAR Statistical Techniques for the Characterization of Distributed Media.
IGARSS (3)
Laurent Ferro-Famil, Maxim Neumann, Yue Huang
2009 — —
Télédétection de couverts végétaux par interférométrie SAR polarimétrique multi-bases : modélisation et estimation de paramètres physiques.
Maxim Neumann
2008 — conf
Analysis of Natural Scenes using Polarimetric and Interferometric SAR Data Statistics in Particular Configurations.
IGARSS (4)
Laurent Ferro-Famil, Maxim Neumann, Carlos López-Martínez
2008 — conf
Modeling and Interpretation of the Multitemporal and Multibaseline Polinsar Coherence.
IGARSS (2)
Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber
2008 — conf
Multi-baseline coherence optimisation in partial and compact polarimetric modes.
IGARSS (2)
Andreas Reigber, Maxim Neumann, Laurent Ferro-Famil, Marc Jäger, Pau Prats
2008 J jnl
Multibaseline Polarimetric SAR Interferometry Coherence Optimization.
IEEE Geosci. Remote. Sens. Lett.
Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber
2007 J jnl
A Self-Initializing PolInSAR Classifier Using Interferometric Phase Differences.
IEEE Trans. Geosci. Remote. Sens.
Marc Jäger, Maxim Neumann, Stéphane Guillaso, Andreas Reigber
2007 C conf
Multi-baseline polarimetrically optimised phases and scattering mechanisms for InSAR applications.
IGARSS
Andreas Reigber, Maxim Neumann, Esra Erten, Marc Jäger, Pau Prats
2007 C conf
Multibaseline POLInSAR coherence modelling and optimization.
IGARSS
Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber