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Xiao Xiang Zhu

Technical University Munich, Data Science in Earth Observation, Germany

24 papers at tracked venues · 13 at CORE A* · active 2024–2026

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Venues

MICCAI ×9CVPR ×5AAAI ×3ECCV ×2ICCV ×2NeurIPS ×2ICLR ×1

Frequent coauthors

Yaxiong Chen
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Chunlei Li
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Yi Wang
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Zixuan Zheng
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Sirui Wang
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Le Dong
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Yuqing Wang
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Yang Mu
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Spyros Kondylatos
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Leonard Waldmann
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Zhaiyu Chen
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Jie Liu
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Papers

  1. GEWDiff: Geometric Enhanced Wavelet-based Diffusion Model for Hyperspectral Image Super-resolution
    AAAI 2026 ·
    Sirui Wang
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  2. ProPL: Universal Semi-Supervised Ultrasound Image Segmentation via Prompt-Guided Pseudo-Labeling
    AAAI 2026 ·
    Yaxiong Chen
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  3. High-Order Progressive Trajectory Matching for Medical Image Dataset Distillation
    MICCAI 2025 ·
    Le Dong
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  4. Learning Generalizable Shape Completion with SIM(3) Equivariance
    NeurIPS 2025 ·
    Yuqing Wang
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  5. MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification
    AAAI 2025 ·
    Yang Mu
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  6. On the Generalization of Representation Uncertainty in Earth Observation
    ICCV 2025 ·
    Spyros Kondylatos
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  7. Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation
    CVPR 2025 ·
    Leonard Waldmann
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  8. Parametric Point Cloud Completion for Polygonal Surface Reconstruction
    CVPR 2025 ·
    Zhaiyu Chen
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  9. Q-PART: Quasi-Periodic Adaptive Regression with Test-time Training for Pediatric Left Ventricular Ejection Fraction Regression
    CVPR 2025 ·
    Jie Liu
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  10. REOBench: Benchmarking Robustness of Earth Observation Foundation Models
    NeurIPS 2025 ·
    Xiang Li
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  11. Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection
    ICLR 2025 ·
    Chunlei Li
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  12. Taming Stable Diffusion for Computed Tomography Blind Super-Resolution
    MICCAI 2025 ·
    Chunlei Li
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  13. Towards a Unified Copernicus Foundation Model for Earth Vision
    ICCV 2025 ·
    Yi Wang
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  14. CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention
    MICCAI 2024 ·
    Yaxiong Chen
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  15. Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes
    CVPR 2024 ·
    Ivica Obadic
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  16. Decoupling Common and Unique Representations for Multimodal Self-supervised Learning
    ECCV 2024 ·
    Yi Wang
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  17. One-Shot Medical Video Object Segmentation via Temporal Contrastive Memory Networks
    MICCAI 2024 ·
    Yaxiong Chen
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  18. Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency Relearning
    MICCAI 2024 ·
    Zixuan Zheng
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  19. Representation Enhancement-Stabilization: Reducing Bias-Variance of Domain Generalization
    ECCV 2024 ·
    Wei Huang
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  20. Rethinking Cell Counting Methods: Decoupling Counting and Localization
    MICCAI 2024 ·
    Zixuan Zheng
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  21. Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-labeling for Semi-supervised Ultrasound Image Segmentation
    MICCAI 2024 ·
    Yaxiong Chen
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  22. Ultrasound Image-to-Video Synthesis via Latent Dynamic Diffusion Models
    MICCAI 2024 ·
    Tingxiu Chen
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  23. UniCrossAdapter: Multimodal Adaptation of CLIP for Radiology Report Generation
    MICCAI 2024 ·
    Yaxiong Chen
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  24. UrbanSARFloods: Sentinel-1 SLC-Based Benchmark Dataset for Urban and Open-Area Flood Mapping
    CVPR 2024 ·
    Jie Zhao
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