D-X-Y / DXY-Projects

Some projects from Xuanyi Dong.

This repo contains some of my previous projects

• Few-Example Object Detection with Model Communication, TPAMI 2019
• Late Fusion via Subspace Search with Consistency Preservation, TIP 2019
• Fast Parameter Adaptation for Few-shot Image Captioning and Visual Question Answering, ACM MM 2018
• A Dual-Network Progressive Approach to Weakly Supervised Object Detection, ACM MM 2017

Few-Example Object Detection with Model Communication

See details in the MSPLD folder.

Late Fusion via Subspace Search with Consistency Preservation

See details in the HCMF folder.

Fast Parameter Adaptation for Few-shot Image Captioning and Visual Question Answering

See details in the FPAIT folder.

A Dual-Network Progressive Approach to Weakly Supervised Object Detection

See details in the Dual-WSOD foler.

Citation

If you find this repo help your research, please consider citing:

@article{dong2019fewexample,
  title   = {Few-Example Object Detection with Model Communication},
  author  = {Dong, Xuanyi and Zheng, Liang and Ma, Fan and Yang, Yi and Meng, Deyu},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
  volume  = {41},
  number  = {7},
  pages   = {1641-1654},
  doi     = {10.1109/TPAMI.2018.2844853}, 
  ISSN    = {0162-8828}, 
  year    = {2019}
}
@article{dong2019hcmf,
  title  = {Late Fusion via Subspace Search with Consistency Preservation},
  author = {Dong, Xuanyi and Yan, Yan and Tan, Mingkui and Yang, Yi and Tsang, Ivor W},
  journal= {IEEE Transactions on Image Processing (TIP)},
  year   = {2019}, 
  volume = {28}, 
  number = {1}, 
  pages  = {518-528},
  doi    = {10.1109/TIP.2018.2867747}, 
  ISSN   = {1057-7149},
  month  = {Jan}
}
@inproceedings{dong2018fpait,
  title     = {Fast Parameter Adaptation for Few-shot Image Captioning and Visual Question Answering},
  author    = {Dong, Xuanyi and Zhu, Linchao and Zhang, De and Yang, Yi and Wu, Fei},
  booktitle = {Proceedings of the 2018 ACM on Multimedia Conference},
  doi       = {10.1145/3240508.3240527},
  pages     = {54--62},
  year      = {2018}
}
@inproceedings{dong2017dual,
  title     = {A Dual-Network Progressive Approach to Weakly Supervised Object Detection},
  author    = {Dong, Xuanyi and Meng, Deyu and Ma, Fan and Yang, Yi},
  booktitle = {Proceedings of the 2017 ACM on Multimedia Conference (ACM MM)},
  doi       = {10.1145/3123266.3123455},
  pages     = {279--287},
  year      = {2017}
}