Ji Zhang

Assistant Professor, School of Computing and Artificial Intelligence, Southwest Jiaotong University

Joined

March 2022

Names

Ji Zhang (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Assistant Professor

School of Computing and Artificial Intelligence, Southwest Jiaotong University (swjtu.edu.cn)

2024 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Jingkuan Song

2020 – 2026

Expertise

Robot Learning

2024 – 2026

Few-shot Learning

2020 – 2024

Publications

A Closer Look at Few-shot Classification Again
Xu Luo, Hao Wu, Ji Zhang, Lianli Gao, Jing Xu, Jingkuan Song
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- CoRR 2023
- Readers: Everyone
DETA: Denoised Task Adaptation for Few-Shot Learning
Ji Zhang, Lianli Gao, Xu Luo, Hengtao Shen, Jingkuan Song
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- CoRR 2023
- Readers: Everyone
From Global to Local: Multi-scale Out-of-distribution Detection
Ji Zhang, Lianli Gao, Bingguang Hao, Hao Huang, Jingkuan Song, Hengtao Shen
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- CoRR 2023
- Readers: Everyone
DePT: Decoupled Prompt Tuning
Ji Zhang, Shihan Wu, Lianli Gao, Hengtao Shen, Jingkuan Song
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- CoRR 2023
- Readers: Everyone
From Global to Local: Multi-Scale Out-of-Distribution Detection
Ji Zhang, Lianli Gao, Bingguang Hao, Hao Huang, Jingkuan Song, Hengtao Shen
- Published: 01 Jan 2023, Last Modified: 15 Apr 2024
- IEEE Trans. Image Process. 2023
- Readers: Everyone
Progressive Meta-Learning With Curriculum
Ji Zhang, Jingkuan Song, Lianli Gao, Ye Liu, Heng Tao Shen
- 2022 (modified: 11 Apr 2023)
- IEEE Trans. Circuits Syst. Video Technol. 2022
- Readers: Everyone
Class Gradient Projection For Continual Learning
Cheng Chen, Ji Zhang, Jingkuan Song, Lianli Gao
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- ACM Multimedia 2022
- Readers: Everyone
Free-Lunch for Cross-Domain Few-Shot Learning: Style-Aware Episodic Training with Robust Contrastive Learning
Ji Zhang, Jingkuan Song, Lianli Gao, Hengtao Shen
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- ACM Multimedia 2022
- Readers: Everyone
Curriculum-Based Meta-learning
Ji Zhang, Jingkuan Song, Yazhou Yao, Lianli Gao
- 2021 (modified: 17 Nov 2022)
- ACM Multimedia 2021
- Readers: Everyone
Improved Gaussian-Bernoulli restricted Boltzmann machine for learning discriminative representations
Ji Zhang, Hongjun Wang, Jielei Chu, Shudong Huang, Tianrui Li, Qigang Zhao
- Published: 01 Jan 2019, Last Modified: 16 May 2023
- Knowl. Based Syst. 2019
- Readers: Everyone