Fei Shen (沈飞)

Ph.D. Candidate
School of Computer Science and Engineering, Nanjing University of Science and Technology
Office: Room 2003, CSE Building
Email: feishen_at_njust.edu.cn
Google ScholarGithub


About Me

Hi 😄! I am a member of the Intelligent Media Analysis Group (IMAG), under the supervision of Prof. Jinhui Tang. My research interests lie in human-centered controlled and consistent generation, such as pose-guided person generation, virtual dressing/try-on, and talking face. I have been relentlessly striving to see humanity achieve digital immortality and machine consciousness at the earliest opportunity. Before this, I was a passionate algorithm competitor, achieving over 50 top-three finishes, including five first-place wins in CCF A Workshops. I am fervently dedicated to sharing🌱, collaborating🤝, advancing🚀, and innovating💡. I am deeply passionate about academic research and fully committed to utilizing my research findings to address real-world challenges, thereby making meaningful and impactful contributions to society. If you are interested in collaboration or wish to get in touch with me, please feel free to reach out via email! 😊

NEWS!

Research Experience

National University of Singapore, Singapore (May 2024 - Present)
Tencent Inc., Shenzhen China (May 2023 - May 2024)
Nanjing University of Science and Technology, Nanjing China (Sep 2021 - Present)
All Publications
Selected Publications
2024
IMAGDressing-v1: Customizable Virtual Dressing
Fei Shen, Xin Jiang, Xin He, Hu Ye, Cong Wang, Xiaoyu Du, Zechao Li, Jinhui Tang
Under Review [PDF] [Code]
Boosting Consistency in Story Visualization with Rich-Contextual Conditional Diffusion Models
Fei Shen, Hu Ye, Sibo Liu, Jun Zhang, Cong Wang, Xiao Han, Wei Yang
Under Review [PDF] [Code]
V-Express: Conditional Dropout for Progressive Training of Portrait Video Generation
Cong Wang, Kuan Tian, Jun Zhang, Yonghang Guan, Feng Luo, Fei Shen, Zhiwei Jiang, Qing Gu, Xiao Han, Wei Yang
Under Review [PDF] [Code]
IMAGPose: A Unified Conditional Framework for Pose-Guided Person Generation
Fei Shen and Jinhui Tang
NeurIPS 2024 [PDF] [Code]
Ensembling Diffusion Models via Adaptive Feature Aggregation
Cong Wang, Kuan Tian, Yonghang Guan, Jun Zhang, Zhiwei Jiang, Fei Shen, Xiao Han, Qing Gu, Wei Yang
Under Review [PDF] [Code]
2023
Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion Models
Fei Shen, Hu Ye, Jun Zhang, Cong Wang, Xiao Han, Wei Yang
ICLR 2024 [PDF] [Code]
Triplet Contrastive Representation Learning for Unsupervised Vehicle Re-identification
Fei Shen, Xiaoyu Du, Liyan Zhang, Xiangbo Shu, and Jinhui Tang
TOMM 2024 [PDF] [Code]
Pedestrian-specific Bipartite-aware Similarity Learning for Text-based Person Retrieval
Fei Shen, Xiangbo Shu, Xiaoyu Du, and Jinhui Tang
ACM Multmedia 2023 [PDF] [Code]
GiT: Graph interactive transformer for vehicle re-identification
Fei Shen, Yi Xie, Jianqing Zhu, Xiaobin Zhu, and Huanqiang Zeng
IEEE Transactions on Image Processing [PDF] [Code]
2022
HSGM: A hierarchical similarity graph module for object re-identification
Fei Shen, Xiaoxiao Peng, Lisheng Wang, Xingmeng Hao, Mei Shu, and Yajun Wang
IEEE ICME 2022 [PDF] [Code]
Enhancing part features via contrastive attention module for vehicle re-identification
Manyu Li, Mengwan Wei, Xin He, and Fei Shen*
IEEE ICIP 2022 [PDF] [Code]
A Novel Multi-Frequency Coordinated Module for SAR Ship Detection
Chenchen Qiao, Fei Shen, Xuejun Wang, Ruixin Wang, Fang Cao, Sixian Zhao, and Chang Li
IEEE ICTAI 2022 [PDF] [Code]
A sample-proxy dual triplet loss function for object re-identification
Hanxiao Wu, Fei Shen, Jianqing Zhu, Huanqiang Zeng, Xiaobin Zhu, and Zhen Lei
IET Image Processing [PDF] [Code]
2021
Exploring spatial significance via hybrid pyramidal graph network for vehicle re-identification
Fei Shen, Jianqing Zhu, Xiaobin Zhu, Yi Xie, and Jingchang Huang
IEEE Transactions on Intelligent Transportation Systems [PDF] [Code]
An efficient multiresolution network for vehicle reidentification
Fei Shen, Jianqing Zhu, Xiaobin Zhu, Jingchang Huang, Huanqiang Zeng, Zhen Lei, and Canhui Cai
IEEE Internet of Things Journal [PDF] [Code]
Object Re-identification Using Teacher-Like and Light Students
Yi Xie, Hanxiao Wu, Fei Shen, Jianqing Zhu, and Huanqiang Zeng
BMVC 2021 [PDF] [Code]
Viewpoint robust knowledge distillation for accelerating vehicle re-identification
Yi Xie, Fei Shen, Jianqing Zhu, and Huanqiang Zeng
EURASIP Journal on Advances in Signal Processing [PDF] [Code]
All Awards
Selected Awards
2023
IJCAI 2023 Workshop Challenge, Track II:Rotated Detection, Runner-up
Zijun Huang and Fei Shen
Organizer: IJCAI
2022-2023“航天宏图杯”遥感影像智能处理算法大赛-遥感影像语义分割,一等奖
黄梓钧, 王晨昊, 何典, 李英龙, 沈飞
主办单位:国家自然科学基金委员会信息科学部
2023国际大数据产业博览会-生活垃圾检测,二等奖
江舒, 房梓晔, 付孝德, 沈飞
主办单位:贵阳大数据交易所
2023IEEE IGRSS Data Fusion Contest Track 1, 3rd place
Jiarui Hu, Zijun Huang, and Fei Shen
Organizer: IEEE IGRSS
2022
2022科大讯飞1024挑战赛,2个冠军;1个亚军;1个季军
沈飞, 任俊弛, 蒋鑫, 付孝德, 江舒, 房梓晔, 魏梦婉
基于可见光图像的柑橘花果梢识别挑战赛, 第一名
辣椒病虫害图像识别挑战赛, 第一名
智能硬件语音控制的时频图分类挑战赛 2.0, 第二名
基于小样本的异常检测任务挑战赛, 第三名
主办单位:科大讯飞
2022 全国大学生物联网设计竞赛,一等奖
沈飞, 蒋鑫, 付孝德, 陈嘉煜
主办单位:全国高等学校计算机教育研究会
2022 kaggle 微生物目标检测,第一名
主办单位:kaggle
沈飞
2022华为digix全球校园精英挑战赛-车道线渲染检测,亚军
沈飞, 蒋鑫, 陈嘉煜 [Code]
主办单位:江苏省人工智能学会, 华为技术有限公司
2022 few-shot logo detection challenge of ICME workshop, 2nd place
Zhe Wang, Baoying Chen, and Fei Shen
Organizer:IEEE ICME
2022首届“兴智杯”全国人工智能创新应用大赛, 三等奖
沈飞, 蒋鑫, 王晋, 何杨凌
主办单位:全国人工智能大会
2022船海数据应用创新大赛-海上目标检测, 三等奖
沈飞, 黄梓钧
主办单位:中国船舶集团, 深海科学技术太湖实验室
2022 IEEE UV “Vision Meets Algae” Object Detection Challenge, 3rd place
Xiaode Fu and Fei Shen
Organizer:IEEE UV
2022 pet biometric Challenge of CVPR workshop, 3rd place
Fei Shen, Zhe Wang, Zijun Huang, Xiaode Fu, and Jiayi Chen
[Code] Organizer:CVPR
2021
2021华为云“东吴杯”数字转型创新大赛-汽车零部件检测,一等奖
沈飞
主办单位:苏州市政府, 华为技术有限公司
2021海洋目标智能感知国际挑战赛-可见光目标检测,一等奖
沈飞, 谢懿, 吴含笑
主办单位:中国造船工程学会, 国际船舶与海洋工程创新与合作联盟(ICNAME), 中国图象图形学学会
2021福建省软件设计大赛,一等奖
沈飞
主办单位:福建省工业和信息化厅
2021科大讯飞1024挑战赛,3个冠军;1个亚军
沈飞, 谢懿, 何新, 何伯勇
柑橘病虫害识别挑战赛, 第一名
遥感影像典型目标提取挑战赛, 第一名
农作物生长情况识别挑战赛, 第一名
叶菜病虫害图像识别挑战赛, 第二名
主办单位:科大讯飞
2021全国高校新星挑战赛-企业出题,揭榜挂帅, 双赛道一等奖
沈飞
星宸科技轻量化人脸检测第一名
亿联科技室内行人跟踪第一名
主办单位:厦门工业和信息化局
2021“易华录”杯图像描述生成, 第二名
何新, 沈飞
主办单位:天津工业和信息化局, 北京易华录信息技术股份有限公司
2021中国软件杯-软件设计大赛, 二等奖
沈飞, 谢懿, 吴含笑 [Code]
主办单位:工业和信息化部
2021全国人工智能创新(AIAC)应用大赛-钢铁瑕疵检测, 二等奖
沈飞
主办单位:中国人工智能学会
2021全国数字生态创新大赛-智能算法赛, 第三名
何新, 沈飞, 郝元洁
主办单位:天池
WAIC世界人工智能大会-算法扩展挑战赛, 季军
沈飞
主办单位:WAIC
2021“昇腾杯”遥感影像智能处理算法大赛-细粒度语义分割, 三等奖
赵慧琳, 厦聪, 何欣, 沈飞
主办单位:国家自然科学基金委员会信息科学部
2021海洋目标智能感知国际挑战赛-红外目标检测, 三等奖
沈飞, 谢懿, 吴含笑
主办单位:中国造船工程学会, 国际船舶与海洋工程创新与合作联盟(ICNAME), 中国图象图形学学会
2022 全国水下光学目标检测智能算法赛, 入围奖
何新,沈飞, 李解
主办单位:国家自然科学基金委员会信息科学部
2020
2020 Visual Inductive Priors for Data-Efficient Computer Vision Object Detection of ECCV workshop, 1st place
Fei Shen [Code]
Organizer:ECCV
2020中国软件杯-软件设计大赛, 一等奖
沈飞, 谢懿, 魏梦婉 [Code]
主办单位:工业和信息化部
2020 易华录不定向算法赛, 二等奖
沈飞, 何新, 林啸涛
主办单位:天津工业和信息化局, 北京易华录信息技术股份有限公司
2020 华为digix全球校园精英挑战赛-数码检索,第四名
沈飞, 谢懿, 何新 [Code]
主办单位:江苏省人工智能学会, 华为技术有限公司
2020“中兴捧月”算法大赛-多目标跟踪, 优胜奖
沈飞 [Code]
主办单位:中兴通讯股份有限公司
2020 “华为杯”第二届中国研究生人工智能创新应用大赛-小样本分类, 三等奖
沈飞, 谢懿, 何新
主办单位:中国学位与研究生教育协会

Honors

  • 南京理工大学优秀博士生培养计划, 南京理工大学, 2024
  • Outstanding Scholarship of 2024 Tencent Rhino-bird Research Elite Program, Tencent, 2024
  • 江苏省三好学生, 江苏省教育厅, 2024
  • 校长奖章, 南京理工大学, 2023
  • 研究生国家奖学金, 中国教育部, 2023
  • 入选国家公派出国留学项目, 国家留学基金管理委员会, 2023
  • 入选华为开发者生态发展特殊贡献奖, 华为开发者大会, 2023
  • 入选腾讯犀牛鸟精英人才计划, 腾讯, 2023
  • Kaggle Master, Kaggle, 2022
  • First Prize Scholarship of Nanjing University of Science and Technology, 2021, 2022, 2023
  • 研究生国家奖学金, 中国教育部, 2021

Professional Services

  • Journal Reviewer:
      • T-IP | T-ITS | T-VT | T-NNLS | T-AI | T-CSVT | IOTJ | NCA | NC
  • Conference Reviewer / Program Committee Member:
      • NIPS | ICLR| ICML | CVPR | ECCV | ICCV | MICCAI | ACM MM | ICME

Others

    In my free time, I enjoy activities such as running, playing soccer, and basketball. Additionally, I have undergone brief professional training in table tennis.