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Pengfei Zhu

Tianjin University

92, Weijin Road

Nankai District

Tianjin, 300072

China

SCHOLARLY PAPERS

5

DOWNLOADS

163

TOTAL CITATIONS

1

Scholarly Papers (5)

1.

Global- and Local-Aware Feature Augmentation with Semantic Orthogonality for Few-Shot Image Classification

Number of pages: 25 Posted: 17 Feb 2023
Nanjing University, Nanjing University, Nanjing University, Tianjin University, University of Wollongong and Nanjing University
Downloads 117 (613,149)

Abstract:

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Few-shot image classification, transfer learning, feature augmentation, semantic orthogonal learning.

2.

SelfDRSC++: Self-supervised dual reversed rolling shutter correction via video interpolation

Number of pages: 34 Posted: 06 Apr 2026
Singapore Management University, Tianjin University, Harbin Institute of Technology, Tianjin University, Tianjin University and Harbin Institute of Technology
Downloads 14 (1,534,404)

Abstract:

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Rolling shutter correction, self-supervised learning, Video interpolation

3.

Knowledge Transmission and Fusion in Large Models: Research Advances and Challenges

Number of pages: 94 Posted: 22 Apr 2026
Tianjin University, Tianjin University, Tianjin University, Tianjin University, Tianjin University, Tianjin University, Nantong University and Tianjin University
Downloads 13 (1,534,404)

Abstract:

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Knowledge transmission, sep Knowledge fusion, Foundation models, Model merging, Knowledge Distillation, Federated Learning

4.

Bi-directional Self-Registration for Misaligned Infrared-Visible Image Fusion

Number of pages: 32 Posted: 18 Feb 2026
Timing Li, Bing Cao, Qinghua Hu and Pengfei Zhu
Tianjin University, Tianjin University, Tianjin University and Tianjin University
Downloads 11 (1,541,665)
Citation 1

Abstract:

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Multi-modal Image Fusion, multi-modal image alignment, low-level vision, infrared-visible image processing

5.

AGM²Net: An Asymmetric Guided Mamba-based Mixture-of-Experts Network for Robust Multispectral Object Detection

Number of pages: 15 Posted: 17 Jun 2026
Zhejiang Normal University, affiliation not provided to SSRN, Zhejiang Normal University, Zhejiang Normal University, affiliation not provided to SSRN, Tianjin University, affiliation not provided to SSRN, affiliation not provided to SSRN and Zhejiang Normal University
Downloads 8

Abstract:

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Multispectral object detection, RGB-IR fusion, Asymmetric information scheduling, Mixture-of-Experts, Mamba