To use JavaDowngrader as a library in your application, check out the Usage (As a library) section. If you just want to downgrade .jar files you can check out the Usage (Standalone) section. To ...
Abstract: Pre-trained models (PTMs) with parameter-efficient fine-tuning (PEFT) techniques have been extensively utilized in class-incremental learning (CIL) scenarios. However, they still remain ...
Abstract: Class-incremental learning (CIL) enables models to learn new tasks without forgetting previously acquired knowledge. However, existing CIL approaches often struggle with inadequate ...
This code has been tested with PyTorch 1.12 and CUDA 11.1. It should also be compatible with higher versions of PyTorch and CUDA. Several essential dependencies are as follows: With the pre-trained ...
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