Scholar
Jie Liu
Google Scholar ID: A03ZAtwAAAAJ
University of Amsterdam
Few-shot learning
Semantic segmentation
Medical segmentation.
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Citations & Impact
All-time
Citations
1,077
H-index
10
i10-index
10
Publications
20
Co-authors
0
Contact
Email
j.liu5@uva.nl
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Publications
3 items
Are a Thousand Words Better Than a Single Picture? Beyond Images -- A Framework for Multi-Modal Knowledge Graph Dataset Enrichment
2026
Cited
0
Towards Uniformity and Alignment for Multimodal Representation Learning
2026
Cited
1
Open-Vocabulary Functional 3D Human-Scene Interaction Generation
2026
Cited
0
Resume (English only)
Academic Achievements
ICCV 2025: Probabilistic prototype calibration of vision-language models for generalized few-shot semantic segmentation
ICML 2025: NPISeg3D – Probabilistic interactive 3D segmentation with hierarchical neural processes
ICLR 2025: CaPo – Cooperative plan optimization for efficient embodied multi-agent cooperation
ECCV 2024: CPlot – Click prompt learning with optimal transport for interactive segmentation
UAI 2024: Paper on domain adaptation with Wenzhe Yin
3DV 2024: Prototype adaptation for few-shot point cloud segmentation
BMVC 2022: Few-shot segmentation using graph convolution networks
ACM MM 2022: Paper on few-shot segmentation with Haochen Wang
CVPR 2022: Few-shot segmentation with prototype convolution
Co-authors
0 total
Co-authors: 0 (list not available)
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