Maxim Neumann

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 18

Top Venues

CoRR

IGARSS

IEEE Geosci. Remote. Sens. Lett.

ECCV (8)

University of Rennes 1, France (PHD)

Education History

University of Rennes 1, France

PHD

Publications

Luis Miguel Pazos-Outón, Cristina Nader Vasconcelos, Anton Raichuk, Anurag Arnab, Dan Morris, Maxim Neumann
Planted: a dataset for planted forest identification from multi-satellite time series. CoRR (2024)
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
PaliGemma: A versatile 3B VLM for transfer. CoRR (2024)
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
Simple Open-Vocabulary Object Detection with Vision Transformers. CoRR (2022)
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
Simple Open-Vocabulary Object Detection. ECCV (10) (2022)
Carlos Riquelme, Joan Puigcerver, Basil Mustafa, Maxim Neumann, Rodolphe Jenatton, André Susano Pinto, Daniel Keysers, Neil Houlsby
Scaling Vision with Sparse Mixture of Experts. NeurIPS (2021)
Wojciech Sirko, Sergii Kashubin, Marvin Ritter, Abigail Annkah, Yasser Salah Eddine Bouchareb, Yann N. Dauphin, Daniel Keysers, Maxim Neumann, Moustapha Cissé, John Quinn
Continental-Scale Building Detection from High Resolution Satellite Imagery. CoRR (2021)
Carlos Riquelme, Joan Puigcerver, Basil Mustafa, Maxim Neumann, Rodolphe Jenatton, André Susano Pinto, Daniel Keysers, Neil Houlsby
Scaling Vision with Sparse Mixture of Experts. CoRR (2021)
Maxim Neumann, André Susano Pinto, Xiaohua Zhai, Neil Houlsby
Training general representations for remote sensing using in-domain knowledge. CoRR (2020)
Maxim Neumann, André Susano Pinto, Xiaohua Zhai, Neil Houlsby
Training General Representations for Remote Sensing Using in-Domain Knowledge. IGARSS (2020)
Xiaofang Wang, Xuehan Xiong, Maxim Neumann, A. J. Piergiovanni, Michael S. Ryoo, Anelia Angelova, Kris M. Kitani, Wei Hua
AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification. CoRR (2020)
Xiaofang Wang, Xuehan Xiong, Maxim Neumann, A. J. Piergiovanni, Michael S. Ryoo, Anelia Angelova, Kris M. Kitani, Wei Hua
AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification. ECCV (8) (2020)
Maxim Neumann, André Susano Pinto, Xiaohua Zhai, Neil Houlsby
In-domain representation learning for remote sensing. CoRR (2019)
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
The Visual Task Adaptation Benchmark. CoRR (2019)
Chenxi Liu, Barret Zoph, Maxim Neumann, Jonathon Shlens, Wei Hua, Li-Jia Li, Li Fei-Fei, Alan L. Yuille, Jonathan Huang, Kevin Murphy
Progressive Neural Architecture Search. ECCV (1) (2018)
Iftikhar Ali, Brian Barrett, Fiona Cawkwell, Stuart Green, Edward Dwyer, Maxim Neumann
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. 10 (7) (2017)
Robert N. Treuhaft, Maxim Neumann, Michael Keller, Fábio Guimarães Gonçalves, João Roberto dos Santos
Biomass change in disturbed, secondary, and primary tropical forests from TanDEM-X. IGARSS (2016)
Duk-jin Kim, Scott Hensley, Sang-Ho Yun, Maxim Neumann
Detection of Durable and Permanent Changes in Urban Areas Using Multitemporal Polarimetric UAVSAR Data. IEEE Geosci. Remote. Sens. Lett. 13 (2) (2016)
Marc Simard, Maxim Neumann, Sean Buckley
Validation of the new SRTM digital elevation model (NASADEM) with ICESAT/GLAS over the United States. IGARSS (2016)
Iftikhar Ali, Felix Greifeneder, Jelena Stamenkovic, Maxim Neumann, Claudia Notarnicola
Review of Machine Learning Approaches for Biomass and Soil Moisture Retrievals from Remote Sensing Data. Remote. Sens. 7 (12) (2015)
Maxim Neumann, Sassan S. Saatchi
Polarimetric Backscatter Optimization for Biophysical Parameter Estimation. IEEE Geosci. Remote. Sens. Lett. 11 (1) (2014)
Chelsea Robinson, Sassan Saatchi, Maxim Neumann, Thomas W. Gillespie
Impacts of Spatial Variability on Aboveground Biomass Estimation from L-Band Radar in a Temperate Forest. Remote. Sens. 5 (3) (2013)
Maxim Neumann, Sassan Saatchi, Lars M. H. Ulander, Johan E. S. Fransson
Assessing Performance of L- and P-Band Polarimetric Interferometric SAR Data in Estimating Boreal Forest Above-Ground Biomass. IEEE Trans. Geosci. Remote. Sens. 50 (3) (2012)
Scott Hensley, Thierry Michel, Maxim Neumann, Marco Lavalle, Ronald Muellerschoen, Bruce Chapman, Cathleen E. Jones, Razi Ahmed, Fabrizio Lombardini, Paul Siqueira
Some first polarimetric-interferometric multi-baseline and tomographic results at Harvard forest using UAVSAR. IGARSS (2012)
Maxim Neumann, Sassan S. Saatchi, David B. Clark
Quantifying spatial and temporal dynamics of tropical forest structure using high resolution airborne lidar. IGARSS (2012)
Yue Huang, Laurent Ferro-Famil, Maxim Neumann
Tropical forest structure estimation using polarimetric SAR tomography at P-band. IGARSS (2012)
Maxim Neumann, Sassan Saatchi, Lars M. H. Ulander, Johan E. S. Fransson
Parametric and non-parametric forest biomass estimation from PolInSAR data. IGARSS (2011)
Maxim Neumann
Polarimetric optimization for biophysical parameter estimation. IGARSS (2011)
Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber
Estimation of Forest Structure, Ground, and Canopy Layer Characteristics From Multibaseline Polarimetric Interferometric SAR Data. IEEE Trans. Geosci. Remote. Sens. 48 (3-1) (2010)
Laurent Ferro-Famil, Maxim Neumann, Yue Huang
Multi-baseline POL-inSAR Statistical Techniques for the Characterization of Distributed Media. IGARSS (3) (2009)
Maxim Neumann, Laurent Ferro-Famil, Marc Jäger, Andreas Reigber, Eric Pottier
A Polarimetric Vegetation Model to Retrieve Particle and Orientation Distribution Characteristics. IGARSS (4) (2009)
Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber
Forest Parameter Retrieval using a General Repeat-pass Polarimetric Interferometric Vegetation Model. IGARSS (4) (2009)
Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber
Modeling and Interpretation of the Multitemporal and Multibaseline Polinsar Coherence. IGARSS (2) (2008)
Laurent Ferro-Famil, Maxim Neumann, Carlos López-Martínez
Analysis of Natural Scenes using Polarimetric and Interferometric SAR Data Statistics in Particular Configurations. IGARSS (4) (2008)
Andreas Reigber, Maxim Neumann, Laurent Ferro-Famil, Marc Jäger, Pau Prats
Multi-baseline coherence optimisation in partial and compact polarimetric modes. IGARSS (2) (2008)
Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber
Multibaseline Polarimetric SAR Interferometry Coherence Optimization. IEEE Geosci. Remote. Sens. Lett. 5 (1) (2008)
Marc Jäger, Maxim Neumann, Stéphane Guillaso, Andreas Reigber
A Self-Initializing PolInSAR Classifier Using Interferometric Phase Differences. IEEE Trans. Geosci. Remote. Sens. 45 (11-1) (2007)
Andreas Reigber, Maxim Neumann, Esra Erten, Marc Jäger, Pau Prats
Multi-baseline polarimetrically optimised phases and scattering mechanisms for InSAR applications. IGARSS (2007)
Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber
Multibaseline POLInSAR coherence modelling and optimization. IGARSS (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Maxim Neumann