Industry
AnoShift: ADistributionShiftBenchmarkfor UnsupervisedAnomalyDetection
Theexisting benchmarks arefocused onsupervised learning, andtothe best of our knowledge, there is none for unsupervised learning.
Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World Models
This work was partly done while C.G. was at Google DeepMind. C.G. is currently affiliated with EPFL.
Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps Christopher J. Kymn
These are composed into a single vector representing position by a similarity-preserving, conjunctive vector-binding operation.
Superposition of many models into one
Brian Cheung, Alexander Terekhov, Yubei Chen, Pulkit Agrawal, Bruno Olshausen
Neural Information Processing Systems http://nips.cc/
Understanding Attention and Generalization in Graph Neural Networks
Boris Knyazev, Graham W. Taylor, Mohamed Amer
Neural Information Processing Systems http://nips.cc/