Maxim Neumann

According to our database, Maxim Neumann authored at least 36 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

PaliGemma: A versatile 3B VLM for transfer.

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

CoRR, 2024

PLANTED: A Dataset for Planted Forest Identification from Multi-Satellite Time Series.

Luis Miguel Pazos-Outón, Cristina Nader Vasconcelos, Anton Raichuk, Anurag Arnab, Dan Morris, Maxim Neumann

Proceedings of the IGARSS 2024, 2024

2022

Simple Open-Vocabulary Object Detection with Vision Transformers.

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

CoRR, 2022

Simple Open-Vocabulary Object Detection.

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

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Continental-Scale Building Detection from High Resolution Satellite Imagery.

Wojciech Sirko, Sergii Kashubin, Marvin Ritter, Abigail Annkah, Yasser Salah Eddine Bouchareb, Yann N. Dauphin, Daniel Keysers, Maxim Neumann, Moustapha Cissé, John Quinn

CoRR, 2021

Scaling Vision with Sparse Mixture of Experts.

Carlos Riquelme, Joan Puigcerver, Basil Mustafa, Maxim Neumann, Rodolphe Jenatton, André Susano Pinto, Daniel Keysers, Neil Houlsby

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Training General Representations for Remote Sensing Using in-Domain Knowledge.

Maxim Neumann, André Susano Pinto, Xiaohua Zhai, Neil Houlsby

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification.

Xiaofang Wang, Xuehan Xiong, Maxim Neumann, A. J. Piergiovanni, Michael S. Ryoo, Anelia Angelova, Kris M. Kitani, Wei Hua

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

In-domain representation learning for remote sensing.

Maxim Neumann, André Susano Pinto, Xiaohua Zhai, Neil Houlsby

CoRR, 2019

The Visual Task Adaptation Benchmark.

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

CoRR, 2019

2018

Progressive Neural Architecture Search.

Chenxi Liu, Barret Zoph, Maxim Neumann, Jonathon Shlens, Wei Hua, Li-Jia Li, Li Fei-Fei, Alan L. Yuille, Jonathan Huang, Kevin Murphy

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Application of Repeat-Pass TerraSAR-X Staring Spotlight Interferometric Coherence to Monitor Pasture Biophysical Parameters: Limitations and Sensitivity Analysis.

Iftikhar Ali, Brian Barrett, Fiona Cawkwell, Stuart Green, Edward Dwyer, Maxim Neumann

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

2016

Detection of Durable and Permanent Changes in Urban Areas Using Multitemporal Polarimetric UAVSAR Data.

Duk-jin Kim, Scott Hensley, Sang-Ho Yun, Maxim Neumann

IEEE Geosci. Remote. Sens. Lett., 2016

Biomass change in disturbed, secondary, and primary tropical forests from TanDEM-X.

Robert N. Treuhaft, Maxim Neumann, Michael Keller, Fábio Guimarães Gonçalves, João Roberto dos Santos

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Validation of the new SRTM digital elevation model (NASADEM) with ICESAT/GLAS over the United States.

Marc Simard, Maxim Neumann, Sean Buckley

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Review of Machine Learning Approaches for Biomass and Soil Moisture Retrievals from Remote Sensing Data.

Iftikhar Ali, Felix Greifeneder, Jelena Stamenkovic, Maxim Neumann, Claudia Notarnicola

Remote. Sens., 2015

2014

Polarimetric Backscatter Optimization for Biophysical Parameter Estimation.

Maxim Neumann, Sassan S. Saatchi

IEEE Geosci. Remote. Sens. Lett., 2014

2013

Impacts of Spatial Variability on Aboveground Biomass Estimation from L-Band Radar in a Temperate Forest.

Chelsea Robinson, Sassan Saatchi, Maxim Neumann, Thomas W. Gillespie

Remote. Sens., 2013

2012

Assessing Performance of L- and P-Band Polarimetric Interferometric SAR Data in Estimating Boreal Forest Above-Ground Biomass.

Maxim Neumann, Sassan Saatchi, Lars M. H. Ulander, Johan E. S. Fransson

IEEE Trans. Geosci. Remote. Sens., 2012

Quantifying spatial and temporal dynamics of tropical forest structure using high resolution airborne lidar.

Maxim Neumann, Sassan S. Saatchi, David B. Clark

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Tropical forest structure estimation using polarimetric SAR tomography at P-band.

Yue Huang, Laurent Ferro-Famil, Maxim Neumann

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Some first polarimetric-interferometric multi-baseline and tomographic results at Harvard forest using UAVSAR.

Scott Hensley, Thierry Michel, Maxim Neumann, Marco Lavalle, Ronald Muellerschoen, Bruce Chapman, Cathleen E. Jones, Razi Ahmed, Fabrizio Lombardini, Paul Siqueira

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Parametric and non-parametric forest biomass estimation from PolInSAR data.

Maxim Neumann, Sassan Saatchi, Lars M. H. Ulander, Johan E. S. Fransson

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Polarimetric optimization for biophysical parameter estimation.

Maxim Neumann

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010

Estimation of Forest Structure, Ground, and Canopy Layer Characteristics From Multibaseline Polarimetric Interferometric SAR Data.

Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber

IEEE Trans. Geosci. Remote. Sens., 2010

2009

Télédétection de couverts végétaux par interférométrie SAR polarimétrique multi-bases : modélisation et estimation de paramètres physiques.

Maxim Neumann

PhD thesis, 2009

Forest Parameter Retrieval using a General Repeat-pass Polarimetric Interferometric Vegetation Model.

Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

A Polarimetric Vegetation Model to Retrieve Particle and Orientation Distribution Characteristics.

Maxim Neumann, Laurent Ferro-Famil, Marc Jäger, Andreas Reigber, Eric Pottier

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Multi-baseline POL-inSAR Statistical Techniques for the Characterization of Distributed Media.

Laurent Ferro-Famil, Maxim Neumann, Yue Huang

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008

Multibaseline Polarimetric SAR Interferometry Coherence Optimization.

Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber

IEEE Geosci. Remote. Sens. Lett., 2008

Multi-baseline coherence optimisation in partial and compact polarimetric modes.

Andreas Reigber, Maxim Neumann, Laurent Ferro-Famil, Marc Jäger, Pau Prats

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Modeling and Interpretation of the Multitemporal and Multibaseline Polinsar Coherence.

Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Analysis of Natural Scenes using Polarimetric and Interferometric SAR Data Statistics in Particular Configurations.

Laurent Ferro-Famil, Maxim Neumann, Carlos López-Martínez

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007

A Self-Initializing PolInSAR Classifier Using Interferometric Phase Differences.

Marc Jäger, Maxim Neumann, Stéphane Guillaso, Andreas Reigber

IEEE Trans. Geosci. Remote. Sens., 2007

Multi-baseline polarimetrically optimised phases and scattering mechanisms for InSAR applications.

Andreas Reigber, Maxim Neumann, Esra Erten, Marc Jäger, Pau Prats

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Multibaseline POLInSAR coherence modelling and optimization.

Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007