Temporal Imbalance of Positive and Negative Supervision in Class-Incremental Learning

Jinge Ma, Fengqing Zhu

With the widespread adoption of deep learning in visual tasks, Class-Incremental Learning (CIL) has become an important paradigm for handling dynamically evolving data distribution…