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https://www.sophos.com/en-us/blog/catastrophic-forgetting-explained Catastrophic Forgetting Explained | SOPHOS Keeping malware detections up to date is a never-ending journey and one that is made harder for defenders since the latest-and-greatest malware is rarely... catastrophic forgetting explained sophos https://deepai.org/publication/mitigating-catastrophic-forgetting-in-task-incremental-continual-learning-with-adaptive-classification-criterion Mitigating Catastrophic Forgetting in Task-Incremental Continual Learning with Adaptive... May 20, 2023 - 05/20/23 - Task-incremental continual learning refers to continually training a model in a sequence of tasks while overcoming the problem of ... catastrophic forgetting continual learning mitigating task incremental https://openreview.net/forum?id=g7rMSiNtmA Investigating the Catastrophic Forgetting in Multimodal Large Language Model Fine-Tuning |... Following the success of GPT4, there has been a surge in interest in multimodal large language model (MLLM) research. This line of research focuses on... large language model catastrophic forgetting investigating https://aclanthology.org/2025.emnlp-main.932/ Dynamic Expert Specialization: Towards Catastrophic Forgetting-Free Multi-Domain MoE Adaptation -... Junzhuo Li, Bo Wang, Xiuze Zhou, Xuming Hu. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing. 2025. catastrophic forgetting free multi dynamic expert specialization https://openreview.net/forum?id=LhY8QdUGSuw Anatomy of Catastrophic Forgetting: Hidden Representations and Task Semantics | OpenReview Catastrophic forgetting is a recurring challenge to developing versatile deep learning models. Despite its ubiquity, there is limited understanding of its... anatomy of catastrophic forgetting hidden representations task https://aclanthology.org/N19-1209/ Overcoming Catastrophic Forgetting During Domain Adaptation of Neural Machine Translation - ACL... Brian Thompson, Jeremy Gwinnup, Huda Khayrallah, Kevin Duh, Philipp Koehn. Proceedings of the 2019 Conference of the North American Chapter of the Association... neural machine translation catastrophic forgetting domain adaptation overcoming https://openreview.net/forum?id=AMDKqZcZbi&referrer=%5Bthe%20profile%20of%20Jaedong%20Hwang%5D(%2Fprofile%3Fid%3D~Jaedong_Hwang1) Rapid Learning without Catastrophic Forgetting in the Morris Water Maze | OpenReview Machine learning models typically struggle to swiftly adapt to novel tasks while maintaining proficiency on previously trained tasks. This contrasts starkly... morris water maze rapid learning catastrophic forgetting without https://arxiv.org/abs/2601.20861 [2601.20861] Evolutionary Strategies lead to Catastrophic Forgetting in LLMs Abstract page for arXiv paper 2601.20861: Evolutionary Strategies lead to Catastrophic Forgetting in LLMs evolutionary strategies catastrophic forgetting 2601 lead llms https://deepai.org/publication/measuring-catastrophic-forgetting-in-neural-networks Measuring Catastrophic Forgetting in Neural Networks | DeepAI Aug 7, 2017 - 08/07/17 - Deep neural networks are used in many state-of-the-art systems for machine perception. Once a network is trained to do a specific ... catastrophic forgetting neural networks measuring deepai https://elifesciences.org/articles/51005/peer-reviews Peer review in Can sleep protect memories from catastrophic forgetting? | eLife Computational modeling predicts that sleep replay plays a protective role against catastrophic forgetting by revealing synaptic mechanisms allowing overlapping... peer review in can catastrophic forgetting sleep https://arxiv.org/abs/2207.04998v1 [2207.04998v1] Consistency is the key to further mitigating catastrophic forgetting in continual... Abstract page for arXiv paper 2207.04998v1: Consistency is the key to further mitigating catastrophic forgetting in continual learning