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Simple Temporal Networks with Uncertainty (STNU) can represent temporal problems where duration between events may be uncontrollable, e.g. when the event is caused by nature. An STNU is dynamically controllable (DC) if it ...

We present Shear, a new system that observes and manipulates the interaction between an application and its surrounding environment to learn a model of the behavior of the application. Shear implements active loop detection ...

We present Shear, a new system that observes and manipulates the interaction between an application and its surrounding environment to learn a model of the behavior of the application. Shear implements active loop detection ...

Foundation models, which are large neural networks trained on massive datasets, have shown impressive generalization in both the language and the vision domain. While fine-tuning foundation models for new tasks at test-time ...