Papers

  • Breaking the Activation Function Bottleneck through Adaptive Parameterization. 2018. NeurIPS. arXiv
  • Transferring Knowledge across Learning Processes. 2019. ICLR (Oral). arXiv
  • Meta-Learning with Warped Gradient Descent. 2020. ICLR (Oral). OpenReview

Presentations

  • 2018-06 NCRM Research Methods Festival. pdf
  • 2018-09 MCR DSI Deep Learning Workshop. pdf
  • 2019-05 Transferring Knowledge Across Learning Processes. ICLR Oral. pdf - video (starts at 1:33:00, 10 mins)
  • 2019-09 Meta-Learning and Optimization. Invited talk: University of Bristol.
  • 2019-10 ML4SEP2019 Deep Learning and SpaceGAN tutorial. pdf
  • 2019-12 Meta-Learning with Warped Gradient Descent. 3rd Workshop on Meta-Learning at NeurIPS 2019. Contributed Talk. pdf - video (10 mins)

Posters

  • 2018-12 Breaking the Activation Function Bottleneck through Adaptive Parameterization. pdf
  • 2019-05 Transferring Knowledge across Learning Processes. pdf
  • 2019-12 Meta-Learning with Warped Gradient Descent.pdf