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Xiao Xiang Zhu
Full Professor, Technical University Munich
Joined
July 2019
Names
Xiao Xiang Zhu
(Preferred)
,
Xiaoxiang Zhu
Emails
****@dlr.de
(Confirmed)
,
****@dlr.de
(Confirmed)
,
****@tum.de
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Full Professor
Technical University Munich
(tum.de)
2015
–
Present
Professor
German Aerospace Center
(dlr.de)
2008
–
2022
Advisors, Relations & Conflicts
PhD Advisor
Richard Bamler
2008
–
2011
Expertise
Machine Learning
2010
–
Present
Computer Vision
2010
–
Present
Remote Sensing
2008
–
Present
Publications
EO-VAE: Towards A Multi-sensor Tokenizer for Earth Observation Data
Nils Lehmann
,
Yi Wang
,
Zhitong Xiong
,
Xiao Xiang Zhu
ML4RS @ ICLR 2026 (Main)
Readers:
Everyone
On Revisiting Entropy for Identifying Mislabeled Images
Chunlei Li
,
Zixuan Zheng
,
Yilei Shi
,
Guanglu Dong
,
Pengfei Li
,
Jingliang Hu
,
Xiao Xiang Zhu
,
Lichao Mou
ICML 2026 regular
Readers:
Everyone
UrbanSARFloods: Sentinel-1 SLC-Based Benchmark Dataset for Urban and Open-Area Flood Mapping
Jie Zhao
,
Zhitong Xiong
,
Xiao Xiang Zhu
OpenReview Archive Direct Upload
Readers:
Everyone
Towards Unified Vision Language Models for Forest Ecological Analysis in Earth Observation
XIZHE XUE
,
Xiao Xiang Zhu
AAAI 2026 AI4ES Oral
Readers:
Everyone
Ecological Determinants of Antidepressants Prescriptions in England: Using Machine Learning for Causal Discovery
Shan Zhao
,
Sanja Scepanovic
,
Gergo Baranyi
,
Zhitong Xiong
,
Daniele Quercia
,
Xiao Xiang Zhu
AAAI 2026 AI4ES Poster
Readers:
Everyone
Entropy Never Lies: Signed Entropy Integral Unmasks Mislabeled Data
Chunlei Li
,
Zixuan Zheng
,
Yilei Shi
,
Guanglu Dong
,
Pengfei Li
,
Jingliang Hu
,
Xiao Xiang Zhu
,
Lichao Mou
Submitted to ICLR 2026
Readers:
Everyone
Rethinking Contrastive Language-Image Pre-Training for Medical Cross-Modal Retrieval: Beyond One-to-One Correspondence
Le Dong
,
Qixuan Cao
,
Chunlei Li
,
Jingliang Hu
,
Yilei Shi
,
Weisheng Dong
,
Xiao Xiang Zhu
,
Lichao Mou
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Dual Distillation for Few-Shot Anomaly Detection
Le Dong
,
Qinzhong Tan
,
Chunlei Li
,
Jingliang Hu
,
Yilei Shi
,
Weisheng Dong
,
Xiao Xiang Zhu
,
Lichao Mou
ICLR 2026 Poster
Readers:
Everyone
Learning Domain-Aware Task Prompt Representations for Multi-Domain All-in-One Image Restoration
Guanglu Dong
,
Chunlei Li
,
Chao Ren
,
Jingliang Hu
,
Yilei Shi
,
Xiao Xiang Zhu
,
Lichao Mou
ICLR 2026 Poster
Readers:
Everyone
On the Generalization of Representation Uncertainty in Earth Observation
Spyros Kondylatos
,
Nikolaos Ioannis Bountos
,
Dimitrios Michail
,
Xiao Xiang Zhu
,
Gustau Camps-Valls
,
Ioannis Papoutsis
ICCV 2025
Readers:
Everyone
View all 26 publications
Co-Authors
Alexandre Drouin
Alexandre Lacoste
Andrés Camero
Anna Kruspe
Aysim Toker
Björn Lütjens
Chao Ren
Chenying Liu
Chunbo Luo
Chunlei Li
Conrad M Albrecht
Cristiano Nattero
Danfeng Hong
Daniele Quercia
Dava Newman
David Dao
David Vazquez
Devis Peressuti
Dimitrios Michail
Evan David Sherwin
Gabriel Huang
Gergo Baranyi
Giovanni Marchisio
Grega Milcinski
Guanglu Dong
View all 84 co-authors