How many classes do we need to see for novel class discovery?

Akanksha Sarkar, Been Kim, Jennifer J. Sun

Novel class discovery is essential for ML models to adapt to evolving real-world data, with applications ranging from scientific discovery to robotics. However, these datasets cont…