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Yang Gao

Nanjing University

Nanjing

China

  • Nanjing University

SCHOLARLY PAPERS

5

DOWNLOADS

393

TOTAL CITATIONS

0

Scholarly Papers (5)

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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.

Can We Improve Meta-Learning Model in Few-Shot Learning by Aligning Data Distributions?

Number of pages: 45 Posted: 20 Jan 2023
Pinzhuo Tian, Wenbin Li, Lei Qi, Hang Yu, Yang Gao and Shaorong Xie
Shanghai University, Nanjing University, Southeast University, Shanghai University, Nanjing University and Shanghai University
Downloads 71 (875,328)

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Meta-Learning, Few-Shot Learning, Data Discrepancy, Generalization

4.

Unsupervised Few-Shot Learning Via Object-Enhanced Augmentation and Attribute-Correlation Uniformity

Number of pages: 28 Posted: 16 Mar 2025
Zhiping Wu, Lian Huai, Tong Liu, Zeyu Shangguan, Wenbin Li, Yang Gao and Xingqun Jiang
Nanjing University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Nanjing University, Nanjing University and affiliation not provided to SSRN
Downloads 54 (1,020,567)

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Unsupervised few-shot learning, False negative issue, Attribute-level consistency

5.

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.