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## About Me

I am a final year student of the BS-MS dual degree program at IISER Kolkata and will be graduating with both a Master's and Bachelor's degree in Geological Sciences in July 2021.

## Research Interests

- **Computer Vision:** image recognition, image generation, video captioning
- **Machine Learning:** meta-learning, incremental learning, transfer learning

## News

- **[Feb. 2020]** Our paper about incremental learning is accepted to [CVPR 2020](http://cvpr2020.thecvf.com/).
- **[Feb. 2020]** We will host the [ACM Multimedia Asia 2020](https://mmasia2020.org/) conference in Singapore!
- **[Sept. 2019]** Our paper about few-shot learning is accepted to [NeurIPS 2019](https://nips.cc/Conferences/2019).
- **[Mar. 2019]** Our paper about few-shot learning is accepted to [CVPR 2019](http://cvpr2019.thecvf.com/).

## Publications

- **Mnemonics Training: Multi-Class Incremental Learning without Forgetting**
  <br>
  **Yaoyao Liu**, Yuting Su, An-An Liu, Bernt Schiele, Qianru Sun
  <br>
  IEEE Conference on Computer Vision and Pattern Recognition. **CVPR 2020**.
  <br>
  [[PDF](https://arxiv.org/pdf/2002.10211.pdf)] [[Code](https://github.com/yaoyao-liu/mnemonics)] <strong><i style="color:#e74d3c">Oral Presentation</i></strong>

- **Learning to Self-Train for Semi-Supervised Few-Shot Classification**
  <br>
  Xinzhe Li, Qianru Sun, **Yaoyao Liu**, Shibao Zheng, Qin Zhou, Tat-Seng Chua, Bernt Schiele
  <br>
  33rd Conference on Neural Information Processing Systems. **NeurIPS 2019**.
  <br>
  [[PDF](http://papers.nips.cc/paper/9216-learning-to-self-train-for-semi-supervised-few-shot-classification.pdf)] [[Code](https://github.com/xinzheli1217/learning-to-self-train)]

- **Meta-Transfer Learning for Few-Shot Learning**
  <br>
  Qianru Sun\*, **Yaoyao Liu\***, Tat-Seng Chua, Bernt Schiele
  <br>
  IEEE Conference on Computer Vision and Pattern Recognition. **CVPR 2019**.
  <br>
  [[PDF](http://openaccess.thecvf.com/content_CVPR_2019/papers/Sun_Meta-Transfer_Learning_for_Few-Shot_Learning_CVPR_2019_paper.pdf)] [[Code](https://github.com/yaoyao-liu/meta-transfer-learning)] [[Project](https://mtl.yyliu.net/)]

## Services

- Co-organizer: [ACM MM Asia 2020](https://mmasia2020.org/).
- Conference Reviewers: [NeurIPS 2020](https://neurips.cc/Conferences/2020), and [CVPR 2020](http://cvpr2020.thecvf.com/).
- Journal Reviewers: [T-PAMI](https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=34), and [IJCV](https://www.springer.com/journal/11263).