Paper Discussion: Why Normalizing Flows Fail to Detect Out-of-Distribution Data.
Oana Juiliana Popescu – https://arxiv.org/pdf/2006.08545.pdf
Journal Club
Paper Discussion: World Models
Maximilian Granz – https://openreview.net/forum?id=S1lOTC4tDS
Paper Discussion: The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks
Tarek Beutler – https://arxiv.org/abs/1803.03635
Paper Discussion: When Explanations Lie: Why Modified BP Attribution Fails
Leon Sixt – https://arxiv.org/abs/1912.09818
Paper Discussion: DeepProbLog: Neural Probabilistic Logic Programming
Chiara Lakomski – http://papers.nips.cc/paper/7632-deepproblog-neural-probabilistic-logic-programming.pdf
Paper Discoussion: Improving Generalization in Meta Reinforcement Learning Using Learned Objectives
Maximilian Granz – https://arxiv.org/abs/1910.04098
Paper Discussion: Learning Robust Representations via Multi-View Information Bottleneck
Leon Sixt – https://openreview.net/forum?id=B1xwcyHFDr
Paper Discussion: Creative GANs
Chiara Lakomski – https://arxiv.org/abs/1706.07068
Paper Discussion: Model-Agnostic Meta-Learning & RoboFish Follow-Up
Julian Stastny
Paper Discussion: VQ-VAE
Leon Sixt – https://arxiv.org/pdf/1711.00937.pdf and https://arxiv.org/pdf/1906.00446.pdf