How lifelong perceptual learning shapes perception

How Mediated Immersion Shapes Learning

Lifelong Perceptual Programming By Example

We introduce and develop solutions for the problem of Lifelong Perceptual Programming By Example (LPPBE). The problem is to induce a series of programs that require understanding perceptual data like images or text. LPPBE systems learn from weak supervision (input-output examples) and incrementally construct a shared library of components that grows and improves as more tasks are solved. Method...

Lifelong Machine Learning Lifelong Machine Learning

Lifelong machine learning (or lifelong learning) is an advanced machine learning paradigm that learns continuously, accumulates the knowledge learned in previous tasks, and uses it to help future learning. In the process, the learner becomes more and more knowledgeable and effective at learning. This learning ability is one of the hallmarks of human intelligence. However, the current dominant m...

Lifelong Learning for Lifelong Employment

SOMEONE ASKED ME recently, “How do we keep 40-year-old software developers employed?” At rst I was puzzled. I had little clue this was a problem. Isn’t there more demand than supply for software developers? However, imagine a software developer who graduates from a good engineering school and gets a good job in a large high-tech company. He marries and raises a family, is good at barbecue, runs...

How learning shapes the empathic brain.

Deficits in empathy enhance conflicts and human suffering. Thus, it is crucial to understand how empathy can be learned and how learning experiences shape empathy-related processes in the human brain. As a model of empathy deficits, we used the well-established suppression of empathy-related brain responses for the suffering of out-groups and tested whether and how out-group empathy is boosted ...