Zhu, Xiao Xiang

22 publications

ICLR 2026 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 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

NeurIPS 2025 Learning Generalizable Shape Completion with SIM(3) Equivariance Yuqing Wang, Zhaiyu Chen, Xiao Xiang Zhu

AAAI 2025 MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification Yang Mu, Muhammad Shahzad, Xiao Xiang Zhu

ICCV 2025 On the Generalization of Representation Uncertainty in Earth Observation Spyros Kondylatos, Nikolaos Ioannis Bountos, Dimitrios Michail, Xiao Xiang Zhu, Gustau Camps-Valls, Ioannis Papoutsis

CVPRW 2025 Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation Leonard Waldmann, Ando Shah, Yi Wang, Nils Lehmann, Adam J. Stewart, Zhitong Xiong, Xiao Xiang Zhu, Stefan Bauer, John Chuang

CVPR 2025 Parametric Point Cloud Completion for Polygonal Surface Reconstruction Zhaiyu Chen, Yuqing Wang, Liangliang Nan, Xiao Xiang Zhu

CVPR 2025 Q-PART: Quasi-Periodic Adaptive Regression with Test-Time Training for Pediatric Left Ventricular Ejection Fraction Regression Jie Liu, Tiexin Qin, Hui Liu, Yilei Shi, Lichao Mou, Xiao Xiang Zhu, Shiqi Wang, Haoliang Li

NeurIPS 2025 REOBench: Benchmarking Robustness of Earth Observation Foundation Models Xiang Li, Yong Tao, Siyuan Zhang, Siwei Liu, Zhitong Xiong, Chunbo Luo, Lu Liu, Mykola Pechenizkiy, Xiao Xiang Zhu, Tianjin Huang

ICLR 2025 Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection Chunlei Li, Yilei Shi, Jingliang Hu, Xiao Xiang Zhu, Lichao Mou

ICCV 2025 Towards a Unified Copernicus Foundation Model for Earth Vision Yi Wang, Zhitong Xiong, Chenying Liu, Adam J. Stewart, Thomas Dujardin, Nikolaos Ioannis Bountos, Angelos Zavras, Franziska Gerken, Ioannis Papoutsis, Laura Leal-Taixé, Xiao Xiang Zhu

ECCV 2024 Decoupling Common and Unique Representations for Multimodal Self-Supervised Learning Yi Wang, Conrad M Albrecht, Nassim Ait Ali Braham, Chenying Liu, Zhitong Xiong, Xiao Xiang Zhu

ECCV 2024 Representation Enhancement-Stabilization: Reducing Bias-Variance of Domain Generalization Wei Huang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu

CVPRW 2024 UrbanSARFloods: Sentinel-1 SLC-Based Benchmark Dataset for Urban and Open-Area Flood Mapping Jie Zhao, Zhitong Xiong, Xiao Xiang Zhu

CVPRW 2023 UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series Patrick Ebel, Vivien Sainte Fare Garnot, Michael Schmitt, Jan Dirk Wegner, Xiao Xiang Zhu

ECCV 2022 Doubly Deformable Aggregation of Covariance Matrices for Few-Shot Segmentation Zhitong Xiong, Haopeng Li, Xiao Xiang Zhu

CVPR 2022 DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation Aysim Toker, Lukas Kondmann, Mark Weber, Marvin Eisenberger, Andrés Camero, Jingliang Hu, Ariadna Pregel Hoderlein, Çağlar Şenaras, Timothy Davis, Daniel Cremers, Giovanni Marchisio, Xiao Xiang Zhu, Laura Leal-Taixé

CVPRW 2022 Understanding the Role of Weather Data for Earth Surface Forecasting Using a ConvLSTM-Based Model Codrut-Andrei Diaconu, Sudipan Saha, Stephan Günnemann, Xiao Xiang Zhu

ICCVW 2021 Progressive Unsupervised Deep Transfer Learning for Forest Mapping in Satellite Image Nouman Ahmed, Sudipan Saha, Muhammad Shahzad, Muhammad Moazam Fraz, Xiao Xiang Zhu

CVPRW 2020 FGCN: Deep Feature-Based Graph Convolutional Network for Semantic Segmentation of Urban 3D Point Clouds Saqib Ali Khan, Yilei Shi, Muhammad Shahzad, Xiao Xiang Zhu

CVPR 2019 A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu

CVPRW 2017 Earth Observation Using SAR and Social Media Images Yuanyuan Wang, Xiao Xiang Zhu