Scholar
Peihua Li
Google Scholar ID: AVweY3cAAAAJ
Dalian University of Technology
Computer Vision
Deep Learning
Statistical Modeling
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Citations & Impact
All-time
Citations
13,122
H-index
25
i10-index
47
Publications
20
Co-authors
0
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Publications
4 items
Task-Specific Distance Correlation Matching for Few-Shot Action Recognition
2025
Cited
0
A$^2$M$^2$-Net: Adaptively Aligned Multi-Scale Moment for Few-Shot Action Recognition
2025
Cited
0
DALIP: Distribution Alignment-based Language-Image Pre-Training for Domain-Specific Data
2025
Cited
0
TAMT: Temporal-Aware Model Tuning for Cross-Domain Few-Shot Action Recognition
arXiv.org · 2024
Cited
1
Resume (English only)
Academic Achievements
Honorable Mention for National Excellent Doctoral Dissertation in China
Supported by the Program for New Century Excellent Talents in University (MOE)
Supervised Ph.D. student Qilong Wang awarded CAAI Outstanding Doctoral Dissertation
1st place in large-scale iNaturalist Challenge (8,000 species) at FGVC5 CVPR 2018
2nd place in Alibaba Large-scale Image Search Challenge 2015
4th place in Noisy Iris Challenge Evaluation I
Published extensively in top-tier venues: IEEE TPAMI/TIP/TCSVT, ICCV/CVPR/ECCV/NeurIPS
2025: ICML paper accepted (Brownian distance covariance + CLIP for few-shot action recognition)
2025: Two CVPR papers accepted (LLMs/multimodal foundation models for few-shot learning; cross-domain few-shot action recognition)
2024: NeurIPS paper accepted (knowledge distillation)
2023: IEEE TPAMI paper accepted (optimization perspective of second-order pooling)
2022: CVPR oral presentation (~5% acceptance rate) on few-shot learning
2021: NeurIPS paper accepted (video action recognition); Outstanding Reviewer Award
2020: IEEE TPAMI paper on matrix power normalized covariance pooling; two CVPR papers
2019: Two CVPR papers; organized PRCV 2018 tutorial on higher-order statistical modeling in ConvNets
2018: NIPS (now NeurIPS) paper accepted
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Co-authors: 0 (list not available)
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