GFlowNets

Resources

• Generative Flow Networks (Bengio)

Talks

• #TALK GFlowNets for generative active learning | Amazon Science
• #TALK Prof. YOSHUA BENGIO - GFlowNets, Consciousness & Causality (Podcast, discussion)
• #TALK Confiance.ai Day 2021 - Yoshua Bengio, Director, Mila : GFlowNets for Generative Active Learning

References

• #PAPER Flow Network based Generative Models for Non-Iterative Diverse Candidate Generation (Bengio 2021)
  • #CODE https://github.com/GFNOrg/gflownet
  • http://folinoid.com/w/gflownet/
• #PAPER GFlowNet Foundations (Bengio 2021)
  • Generative Flow Networks (GFlowNets) have been introduced as a method to sample a diverse set of candidates in an active learning context, with a training objective that makes them approximately sample in proportion to a given reward function
  • https://syncedreview.com/2021/11/25/deepmind-podracer-tpu-based-rl-frameworks-deliver-exceptional-performance-at-low-cost-152/