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Hi there ๐Ÿ‘‹

I'm Luke Rowe, currently a Ph.D. Student at Mila / University of Montreal.

  • ๐Ÿ”ญ I am currently focusing on machine learning solutions to motion forecasting, planning, and simulation for autonomous vehicles.
  • ๐Ÿ“ซ How to reach me: luke dot rowe at mila dot quebec

Luke Rowe's Projects

audio-emotion-detection icon audio-emotion-detection

SENG 474 (Data Mining) Group Project (with Muhammad Ali and Ryley Woodland): A Machine Learning Approach to Emotion Classification

curriculum-learning-acr icon curriculum-learning-acr

ISMIR 2021: Curriculum Learning for Imbalanced Classification in Large Vocabulary Automatic Chord Recognition

deep-learning-sound-source-separation icon deep-learning-sound-source-separation

CSC 486B (Deep Learning for Computer Vision) Group Project (with Quinton Yong and Jingjing Zhu): An Exploration and Implementation of โ€œLearning to Separate Object Sounds by Watching Unlabelled Videoโ€

fjmp icon fjmp

[CVPR 2023] Official repository for FJMP: Factorized Joint Multi-Agent Motion Prediction

gameformer icon gameformer

Game-theoretic modeling and learning of Transformer-based interactive prediction and planning

gnn-election-prediction icon gnn-election-prediction

Using Graph Neural Networks, word2vec, and Twitter data to predict the outcome of the 2020 US Election.

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