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ORCIDConrad M. Albrecht
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2020 – today
- 2024
[j5]Chenying Liu
, Conrad M. Albrecht, Yi Wang, Qingyu Li, Xiaoxiang Zhu:
AIO2: Online Correction of Object Labels for Deep Learning With Incomplete Annotation in Remote Sensing Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024)- [c19]Chenying Liu, Hunsoo Song, Anamika Shreevastava, Conrad M. Albrecht:
AutoLCZ: Towards Automatized Local Climate Zone Mapping from Rule-Based Remote Sensing. IGARSS 2024: 2023-2027 - [c18]Masato Sakai, Marcus Freitag, Akihisa Sakurai, Conrad M. Albrecht, Hendrik F. Hamann:
Climatic & Anthropogenic Hazards to the Nasca World Heritage: Application of Remote Sensing, AI, and Flood Modelling. IGARSS 2024: 2212-2215 - [c17]Chenying Liu, Conrad M. Albrecht, Yi Wang, Xiao Xiang Zhu:
Task Specific Pretraining with Noisy Labels for Remote Sensing Image Segmentation. IGARSS 2024: 7040-7044 - [c16]Yi Wang, Conrad M. Albrecht, Xiao Xiang Zhu:
Multi-Label Guided Supervised Contrastive Learning for Earth Observation Pretraining. IGARSS 2024: 7568-7571 - [i22]Chenying Liu, Conrad M. Albrecht, Yi Wang, Xiao Xiang Zhu:
Task Specific Pretraining with Noisy Labels for Remote sensing Image Segmentation. CoRR abs/2402.16164 (2024) - [i21]Chenying Liu, Conrad M. Albrecht, Yi Wang, Qingyu Li, Xiao Xiang Zhu:
AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation. CoRR abs/2403.01641 (2024) - [i20]Chenying Liu, Conrad M. Albrecht, Yi Wang, Xiaoxiang Zhu:
CromSS: Cross-modal pre-training with noisy labels for remote sensing image segmentation. CoRR abs/2405.01217 (2024) - [i19]Masato Sakai, Marcus Freitag, Akihisa Sakurai, Conrad M. Albrecht, Hendrik F. Hamann:
Climatic & Anthropogenic Hazards to the Nasca World Heritage: Application of Remote Sensing, AI, and Flood Modelling. CoRR abs/2405.11814 (2024) - [i18]Chenying Liu, Hunsoo Song, Anamika Shreevastava, Conrad M. Albrecht:
AutoLCZ: Towards Automatized Local Climate Zone Mapping from Rule-Based Remote Sensing. CoRR abs/2405.13993 (2024) - [i17]Yi Wang, Conrad M. Albrecht, Xiaoxiang Zhu:
Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining. CoRR abs/2405.20462 (2024) - [i16]Nassim Ait Ali Braham, Conrad M. Albrecht, Julien Mairal, Jocelyn Chanussot, Yi Wang, Xiaoxiang Zhu:
SpectralEarth: Training Hyperspectral Foundation Models at Scale. CoRR abs/2408.08447 (2024) - 2023
- [j4]Qian Song, Conrad M. Albrecht, Zhitong Xiong, Xiao Xiang Zhu:
Biomass Estimation and Uncertainty Quantification From Tree Height. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 4833-4845 (2023) - [c15]Juan Nathaniel, Gabrielle Nyirjesy, Campbell D. Watson, Conrad M. Albrecht, Levente J. Klein:
Above Ground Carbon Biomass Estimate with Physics-Informed Deep Network. IGARSS 2023: 1297-1300 - [c14]Wenlu Sun, Yao Sun, Chenying Liu, Conrad M. Albrecht:
DeepLCZChange: A REMOTE SENSING DEEP LEARNING MODEL ARCHITECTURE FOR URBAN CLIMATE RESILIENCECRediT. IGARSS 2023: 3616-3619 - [c13]Shivam Pande, Nassim Ait Ali Braham, Yi Wang, Conrad M. Albrecht, Biplab Banerjee, Xiao Xiang Zhu:
Semi-Supervised Learning for Hyperspectral Images by Non Parametrically Predicting View AssignmentCRediT. IGARSS 2023: 6085-6088 - [i15]Wenlu Sun, Yao Sun, Chenying Liu, Conrad M. Albrecht:
DeepLCZChange: A Remote Sensing Deep Learning Model Architecture for Urban Climate Resilience. CoRR abs/2306.06269 (2023) - [i14]Shivam Pande, Nassim Ait Ali Braham, Yi Wang, Conrad M. Albrecht, Biplab Banerjee, Xiao Xiang Zhu:
Semi-Supervised Learning for hyperspectral images by non parametrically predicting view assignment. CoRR abs/2306.10955 (2023) - [i13]Yi Wang, Chenying Liu, Arti Tiwari, Micha Silver, Arnon Karnieli, Xiao Xiang Zhu, Conrad M. Albrecht:
Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection. CoRR abs/2308.02225 (2023) - [i12]Yi Wang, Conrad M. Albrecht, Nassim Ait Ali Braham, Chenying Liu, Zhitong Xiong, Xiao Xiang Zhu:
DeCUR: decoupling common & unique representations for multimodal self-supervision. CoRR abs/2309.05300 (2023) - [i11]Yi Wang, Hugo Hernández Hernández, Conrad M. Albrecht, Xiao Xiang Zhu:
Feature Guided Masked Autoencoder for Self-supervised Learning in Remote Sensing. CoRR abs/2310.18653 (2023) - 2022
- [c12]Chenying Liu, Conrad M. Albrecht, Yi Wang, Xiao Xiang Zhu:
Peaks Fusion assisted Early-stopping Strategy for Overhead Imagery Segmentation with Noisy Labels. IEEE Big Data 2022: 4842-4847 - [c11]Yi Wang, Chenying Liu, Arti Tiwari, Micha Silver, Arnon Karnieli, Xiao Xiang Zhu, Conrad M. Albrecht:
Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection. IEEE Big Data 2022: 4888-4892 - [c10]Yi Wang, Conrad M. Albrecht, Xiao Xiang Zhu:
Self-Supervised Vision Transformers for Joint SAR-Optical Representation Learning. IGARSS 2022: 139-142 - [c9]Qian Song, Conrad M. Albrecht, Zhitong Xiong, Xiao Xiang Zhu:
Towards Global Forest Biomass Estimators from Tree Height Data. IGARSS 2022: 5652-5655 - [c8]Conrad M. Albrecht, Chenying Liu, Yi Wang, Levente J. Klein, Xiao Xiang Zhu:
Monitoring Urban Forests from Auto-Generated Segmentation MAPS. IGARSS 2022: 5977-5980 - [i10]Conrad M. Albrecht, Fernando J. Marianno, Levente J. Klein:
AutoGeoLabel: Automated Label Generation for Geospatial Machine Learning. CoRR abs/2202.00067 (2022) - [i9]Yi Wang, Conrad M. Albrecht, Xiao Xiang Zhu:
Self-supervised Vision Transformers for Joint SAR-optical Representation Learning. CoRR abs/2204.05381 (2022) - [i8]Conrad M. Albrecht, Chenying Liu, Yi Wang, Levente J. Klein, Xiao Xiang Zhu:
Monitoring Urban Forests from Auto-Generated Segmentation Maps. CoRR abs/2206.06948 (2022) - [i7]Yi Wang, Conrad M. Albrecht, Nassim Ait Ali Braham, Lichao Mou, Xiao Xiang Zhu:
Self-supervised Learning in Remote Sensing: A Review. CoRR abs/2206.13188 (2022) - [i6]Juan Nathaniel, Levente J. Klein, Campbell D. Watson, Gabrielle Nyirjesy, Conrad M. Albrecht:
Aboveground carbon biomass estimate with Physics-informed deep network. CoRR abs/2210.13752 (2022) - [i5]Yi Wang, Nassim Ait Ali Braham, Zhitong Xiong, Chenying Liu, Conrad M. Albrecht, Xiao Xiang Zhu:
SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation. CoRR abs/2211.07044 (2022) - 2021
- [c7]Conrad M. Albrecht, Fernando J. Marianno, Levente J. Klein:
AutoGeoLabel: Automated Label Generation for Geospatial Machine Learning. IEEE BigData 2021: 1779-1786 - [i4]Levente J. Klein, Wang Zhou, Conrad M. Albrecht:
Quantification of Carbon Sequestration in Urban Forests. CoRR abs/2106.00182 (2021) - 2020
- [j3]Conrad M. Albrecht, Bruce Elmegreen, Oki Gunawan, Hendrik F. Hamann, Levente J. Klein, Siyuan Lu, F. Mariano, Carlo Siebenschuh, Johannes Schmude:
Next-generation geospatial-temporal information technologies for disaster management. IBM J. Res. Dev. 64(1/2): 5:1-5:12 (2020) - [j2]Conrad M. Albrecht, Rui Zhang, Xiaodong Cui, Marcus Freitag, Hendrik F. Hamann, Levente J. Klein, Ulrich Finkler, Fernando J. Marianno, Johannes Schmude, Norman Bobroff, Wei Zhang, Carlo Siebenschuh, Siyuan Lu:
Change Detection from Remote Sensing to Guide OpenStreetMap Labeling. ISPRS Int. J. Geo Inf. 9(7): 427 (2020) - [c6]Rui Zhang, Conrad M. Albrecht, Wei Zhang, Xiaodong Cui, Ulrich Finkler, David S. Kung, Siyuan Lu:
Map Generation from Large Scale Incomplete and Inaccurate Data Labels. KDD 2020: 2514-2522 - [i3]Conrad M. Albrecht, Marcus Freitag, Theodore G. van Kessel, Siyuan Lu, Hendrik F. Hamann:
Event Clustering & Event Series Characterization on Expected Frequency. CoRR abs/2004.02089 (2020) - [i2]Conrad M. Albrecht, Chris Fisher, Marcus Freitag, Hendrik F. Hamann, Sharathchandra Pankanti, Florencia Pezzutti, Francesca Rossi:
Learning and Recognizing Archeological Features from LiDAR Data. CoRR abs/2004.02099 (2020) - [i1]Rui Zhang, Conrad M. Albrecht, Wei Zhang, Xiaodong Cui, Ulrich Finkler, David S. Kung, Siyuan Lu:
Map Generation from Large Scale Incomplete and Inaccurate Data Labels. CoRR abs/2005.10053 (2020)
2010 – 2019
- 2019
- [c5]Conrad M. Albrecht, Chris Fisher, Marcus Freitag, Hendrik F. Hamann, Sharathchandra Pankanti, Florencia Pezzutti, Francesca Rossi:
Learning and Recognizing Archeological Features from LiDAR Data. IEEE BigData 2019: 5630-5636 - [c4]Levente J. Klein, Conrad M. Albrecht, Wang Zhou, Carlo Siebenschuh, Sharathchandra Pankanti, Hendrik F. Hamann, Siyuan Lu:
N-dimensional geospatial data and analytics for critical infrastructure risk assessment. IEEE BigData 2019: 5637-5643 - 2017
- [c3]Conrad M. Albrecht, Marcus Freitag, Theodore G. van Kessel, Siyuan Lu, Hendrik F. Hamann:
Event clustering & event series characterization on expected frequency. IEEE BigData 2017: 4536-4541 - 2016
- [j1]G. Badr, Levente J. Klein, Marcus Freitag, Conrad M. Albrecht, Fernando J. Marianno, Siyuan Lu, Xiaoyan Shao, Nigel Hinds, Gerrit Hoogenboom, Hendrik F. Hamann:
Toward large-scale crop production forecasts for global food security. IBM J. Res. Dev. 60(5/6): 5:1-5:11 (2016) - [c2]Siyuan Lu, Xiaoyan Shao, Marcus Freitag, Levente J. Klein, Jason D. Renwick, Fernando J. Marianno, Conrad M. Albrecht, Hendrik F. Hamann:
IBM PAIRS curated big data service for accelerated geospatial data analytics and discovery. IEEE BigData 2016: 2672-2675 - 2015
- [c1]Levente J. Klein, Fernando J. Marianno, Conrad M. Albrecht, Marcus Freitag, Siyuan Lu, Nigel Hinds, Xiaoyan Shao, Sergio Bermudez Rodriguez, Hendrik F. Hamann:
PAIRS: A scalable geo-spatial data analytics platform. IEEE BigData 2015: 1290-1298
Coauthor Index
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