Allen AI & UW Propose Unified-IO: A High-Performance, Task-Agnostic Model for CV, NLP, and Multi-Modal Tasks

Building a general-purpose unified model that can solve diverse tasks in different modalities while maintaining high performance is a long-standing challenge in the machine learning research community. A conventional approach in this direction is building models with task-specialized heads on top of a shared…