Jie Fu (姐夫)

Jie Fu (姐夫)

Postdoctoral Fellow

Mila, Polytechnique Montreal, University of Montreal

Biography

Weakly-supervised and happy 😄 machine learning researcher with his human-friendly big AI dream. He is enjoying his postdoc journey at Quebec Artificial Intelligence Institute (Mila), hosted by Chris Pal, to prepare for the coming AI winter, as Eddard Stark said “He won’t be a boy forever and winter is coming” – Game of Thrones.

Interests

  • Deep Learning & Reasoning
  • Reinforcement Learning
  • Intersection of Vision and Language

Education

  • Ph.D. in Computer Science, 2017

    National University of Singapore (NUS)

  • M.Sc. in Computer Science, First-Class Honor, 2012

    University of Otago, New Zealand

Recent Publications

I’m (still…) training myself (slow…)

Role-Wise Data Augmentation for Knowledge Distillation

arxiv.org/abs/2004.08861

Interactive Machine Comprehension with Information Seeking Agents

ACL 2020

RikiNet: Reading Wikipedia Pages for Natural Question Answering

ACL 2020

Jacobian Adversarially Regularized Networks for Robustness

ICLR 2020

Revision in Continuous Space: Fine-Grained Control of Text Style Transfer

AAAI, 2020

Supervision

Junior Students I Co-Supervised

Catch Me if You Really Want