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Lei Wang

University of Wollongong

Northfields Avenue

Wollongong, 2522

Australia

  • University of Wollongong

SCHOLARLY PAPERS

4

DOWNLOADS

286

TOTAL CITATIONS

0

Scholarly Papers (4)

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1.

Ampl: An Adaptive Meta-Prompt Learner for Few-Shot Image Classification

Number of pages: 13 Posted: 19 Dec 2024
Zhiping Wu, Lian Huai, Tong Liu, Zeyu Shangguan, Lei Wang, Jing Huo, Wenbin Li, Yang Gao and Xingqun Jiang
Nanjing University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Wollongong, Nanjing University, Nanjing University, Nanjing University and affiliation not provided to SSRN
Downloads 133 (551,165)

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Meta-Prompt Learner, Meta-Visual-Prompts, Few-shot learning, Image Classification

2.

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

Number of pages: 25 Posted: 17 Feb 2023
Boyao Shi, Wenbin Li, Jing Huo, Pengfei Zhu, Lei Wang and Yang Gao
Nanjing University, Nanjing University, Nanjing University, Tianjin University, University of Wollongong and Nanjing University
Downloads 117 (613,149)

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

3.

A Unified Framework for Contrastive Learning from a Perspective of Affinity Matrix

Number of pages: 32 Posted: 08 Jan 2025
Wenbin Li, Lei Wang, Meihao Kong, Xuesong Yang, Jing Huo, Yang Gao and Jiebo Luo
Nanjing University, University of Wollongong, Nanjing University, Nanjing University, Nanjing University, Nanjing University and University of Rochester - Department of Computer Science
Downloads 18 (1,470,786)

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Unified framework, contrastive learning, Affinity matrix, Image classification.

4.

Instance Image Retrieval by Learning Purely from within the Dataset

Number of pages: 36 Posted: 07 Apr 2023
Zhongyan Zhang, Lei Wang, Yang Wang, Luping Zhou, Jianjia Zhang, Peng Wang and Fang Chen
University of Wollongong, University of Wollongong, affiliation not provided to SSRN, The University of Sydney, Sun Yat-sen University (SYSU), University of Wollongong and University of Technology Sydney
Downloads 18 (1,470,786)

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Instance Image Retrieval, Self-supervised Learning, Self-boosting, UnsupervisedLearning