Learning Modular Structures That Generalize Out-of-Distribution

Arjun Ashok, Chaitanya Devaguptapu, Vineeth Balasubramanian

Out-of-distribution (O.O.D.) generalization remains to be a key challenge for real-world machine learning systems. We describe a method for O.O.D. generalization that, through trai…