Yaoyao Liu (PhD Student)

Yaoyao Liu

Address
Max-Planck-Institut für Informatik
Saarland Informatics Campus
Campus E1 4
66123 Saarbrücken
Location
E1 4 - Room 624
Phone
+49 681 9325 2024
Fax
+49 681 9325 2099
Email
Get email via email

Personal Information

Research Interests

Computer Vision: image recognition, image generation, video captioning

Machine Learning: meta-learning, incremental learning, transfer learning

Publications

Mnemonics Training: Multi-Class Incremental Learning without Forgetting
Yaoyao LiuYuting SuAn-An LiuBernt SchieleQianru Sun
IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2020.
[PDF] [Code] [Project]

 

Learning to Self-Train for Semi-Supervised Few-Shot Classification
Xinzhe Li, Qianru SunYaoyao LiuShibao Zheng, Qin Zhou, Tat-Seng ChuaBernt Schiele
33rd Conference on Neural Information Processing Systems. NeurIPS 2019.
[PDF] [Code] [Poster]

 

Meta-Transfer Learning for Few-Shot Learning
Qianru Sun*, Yaoyao Liu*Tat-Seng ChuaBernt Schiele
(*=Equal contribution)
IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2019.
[PDF] [Code] [Project] [Poster]

 

An Ensemble of Epoch-Wise Empirical Bayes for Few-Shot Learning
Yaoyao LiuBernt SchieleQianru Sun
Under review. [PDF] [Code]

 

Meta-Transfer Learning through Hard Tasks
Qianru Sun*, Yaoyao Liu*Zhaozheng ChenTat-Seng ChuaBernt Schiele
(*=Equal contribution)
Under review. [PDF]

 

Generating Face Images with Attributes for Free
Yaoyao LiuXiangnan HeAn-An LiuYuting SuTat-Seng ChuaQianru Sun
Under review.

 

NUS-TJU @ The 2nd MSR Video to Language Challenge
An-An LiuNing Xu, Yurui Qiu, Xinhui Li, Mengjie Li, Yaoyao LiuYongkang WongWeizhi NieYuting SuMohan S. Kankanhalli
Technical Report for ACM MM 2017 Challenge. [PDF] [Link]