YI TIAN XU

Master student at the Mobile Robotics Lab at McGill University, fortunately supervised by David Meger. I am also a member of the NSERC Canadian Field Robotics Network.

Research

Pattern completion learning

Human motion prediction

Publications

Yi Tian Xu, Yaqiao Li, David Meger, Human motion prediction via pattern completion in latent representation space, CRV 2019 (16th conference on Computer and Robot Vision). [website]

David Jurgens, Tyler Finethy, James McCorriston, Yi Tian Xu, Derek Ruths, Geolocation Prediction in Twitter Using Social Networks: A Critical Analysis and Review of Current Practice, ICWSM 2015 (Proceedings of the 9th International AAAI Conference on Web and Social Media). [website]

Course Projects

Haiku Generation using Word Associations (Dec 2017)
Collected haiku corpus and constructed word association model.
COMP 550 - Natural Language Processing

Unsupervised Learning Segmentation of Objects in a Scene (Apr 2017)
Designed a probabilistic approach for object segmentation using mutual information between image frames.
COMP 652 - Machine Learning and COMP 765 - Intelligent Robotics

Study on LXR&CO Sale Trends and Product Model Inference Methods (Sep-Dec 2016)
Analysis of LXR&CO's data using a network approach.
COMP 767 - Network Science

Uncertainty in Local Sequence Alignment (Dec 2016)
Modified BLAST algorithm adapted to sequences with uncertain nucleotides.
COMP 561 - Computational Biology Methods and Research

Study on Network Calibration (Dec 2014)
Study on Makris et al. "Briging the Gaps between Camera" (2004).
COMP 417 - Introduction Robotics and Intelligent Systems

The Big Gap: The Earth, the Moon and the Space in Between (Dec 2012)
Study on geometrical approach to measure the distance between the Earth and the Moon.
EPSC 199 - FYS: Earth & Planetary Exploration

yi.t.xu@mail.mcgill.ca

Master in Computer Science
McGill University since 2016-19

Miscellaneous

My Github webpage
A Chinese poem (by me)