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1. Awesome-Forgetting-in-Deep-Learning Awesome-Forgetting-in-Deep-Learning Public

   A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.

   235 11

2. Awesome-Model-Merging-Methods-Theories-Applications Awesome-Model-Merging-Methods-Theories-Applications Public

   Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.

   226 10

3. AdaMerging AdaMerging Public

   AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.

   Python 52 3

4. RepresentationSurgery RepresentationSurgery Public

   Representation Surgery for Multi-Task Model Merging. ICML, 2024.

   Python 28 3

5. AdaTask AdaTask Public

   AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning. AAAI, 2023.

   Python 24 1

6. An-Efficient-Dataset-Condensation-Plugin An-Efficient-Dataset-Condensation-Plugin Public

   An Efficient Dataset Condensation Plugin and Its Application to Continual Learning. NeurIPS, 2023.

   Python 8