RobertTLange / flexible-learning-group

A curated list of papers presented in the 📖"Flexible Learning Reading Group" @ TU Berlin. Join us! 🤗

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'Flexible Learning' Reading Group @ TU Berlin

In this repository the different papers and presentations discussed during the "Flexible Learning" Reading Group are documented. Topics range from Deep Learning (Meta, Transfer, Continual Learning) to Systems Neuroscience (Consolidation, Plasticity, Learning). The reading group meetings happen approximately every two weeks at MAR Gebäude.

  • If you want to join us or are simply interested in what we read - join our mailing list here.
  • If you want to propose a paper for one of our next meetings - add it to our reading list here.
Date Title Authors Conf. Year Category Presentation Presenter
02/12/20 'The complementary roles of dimensionality and population structure in neural computations' Dubreuil et al. BioArXiv 2020 RNNs Slides Joram Keijser
09/11/20 'Visual Transformers: Token-based Image Representation and Processing for Computer Vision' Wu et al. ArXiv 2020 Machine Vision Slides Robert Lange
11/03/20 'Skill-specific changes in cortical preparatory activity during motor learning' Sun et al. BioArXiv 2019 Motor Learning Slides Joram Keijser
19/02/20 'Limits and Potentials of Deep Learning in Robotics' Sünderhauf et al. ArXiv 2018 Opinion Slides Aravind Battaje
05/02/20 'On a Measure of Intelligence' Chollet ArXiv 2019 Intelligence Slides Heiner Spiess
22/01/20 'Deep Neuroethology of a Virtual Rodent' Merel et al. ICLR 2020 Neuro-DRL Slides Robert Lange
08/01/20 'Recurrent Independent Mechanisms' Goyal et al. ArXiv 2019 RNNs + Causality Slides Nico Roth
03/12/19 'Weight Agnostic Neural Networks' Gaier & Ha NeuRIPS 2019 Inductive Biases Slides Adrian Sieler
20/11/19 'Task Representations in Neural Networks Trained to Perform Many Cognitive Tasks' Yang et al. ArXiv 2019 RNNs Slides Filip Vercruysse
06/11/19 'Solving Rubik's Cube with a Robotic Hand' Akkaya et al. ArXiv 2019 Robotics Slides Robert Lange
23/10/19 'Machine Behaviour' Rahwan et al. Nature Machine Intelligence 2019 Opinion Slides Robert Lange
06/09/19 'New neural activity patterns emerge with long-term learning' Oby et al. PNAS 2019 Neuro Slides Joram Keijser
23/08/19 'Transferring Knowledge across Learning Processes' Flennerhag et al. ICLR 2018 Meta Slides Robert Lange
07/08/19 'Task-Driven Convolutional Recurrent Models of the Visual System' Nayebi et al. NIPS 2018 RNNs Slides Robert Lange
24/07/19 'A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms' Bengio et al. ArXiv 2019 Meta Slides Robert Lange

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A curated list of papers presented in the 📖"Flexible Learning Reading Group" @ TU Berlin. Join us! 🤗