no code implementations • 20 May 2024 • Sunyuan Qiang, Xuxin Lin, Yanyan Liang, Jun Wan, Du Zhang
Additionally, the fine-tune-then-frozen mechanism suffers from performance limitations due to feature channels suppression and insufficient training data in the first CL task.
no code implementations • 14 May 2024 • Sunyuan Qiang, Yanyan Liang, Jun Wan, Du Zhang
The misalignment between dynamic feature and classifier constrains the capabilities of the model.
no code implementations • 14 May 2024 • Sunyuan Qiang, Xianfei Li, Yanyan Liang, Wenlong Liao, Tao He, Pai Peng
However, we find that the inadequacy of neighboring relationships between regions during the alignment process inevitably constrains the performance on recent distillation-based OVD strategies.