Enhancing Consistency and Mitigating Bias: A Data Replay Approach for Incremental Learning

no code implementations • 12 Jan 2024 • Chenyang Wang, Junjun Jiang, Xingyu Hu, Xianming Liu, Xiangyang Ji

Using the measurement, we analyze existing techniques for inverting samples and get some insightful information that inspires a novel loss function to reduce the inconsistency.

Class Incremental Learning Incremental Learning