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02/22/2022
Model2Detector: Widening the Information Bottleneck for Out-of-Distribution Detection using a Handful of Gradient Steps
Out-of-distribution detection is an important capability that has long e...
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10/29/2021
GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL
Out-of-distribution (OOD) detection is a well-studied topic in supervise...
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09/08/2021
Video2Skill: Adapting Events in Demonstration Videos to Skills in an Environment using Cyclic MDP Homomorphisms
Humans excel at learning long-horizon tasks from demonstrations augmente...
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10/07/2020
Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning
Humans show an innate ability to learn the regularities of the world thr...
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10/06/2020