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parameter isolation

11 papers

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Co-occurring keywords · papers mentioning both

catastrophic forgetting (5) continual learning (4) knowledge distillation (3) domain incremental learning (2) large language model (2) task interference (2) model merging (2) incremental learning (2) multi-task learning (2) safety-utility conflict (1)

Papers

ALTER: Asymmetric LoRA for Token-Entropy-Guided Unlearning of LLMs AAAI 2026 Forgetting Knowledge Localization and Isolation for Continual Forgetting of Pre-trained Vision Models AAAI 2026 Parameter Importance is Not Static: Evolving Parameter Isolation for Supervised Fine-Tuning ACL 2026 Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need CVPR 2025 LED-Merging: Mitigating Safety-Utility Conflicts in Model Merging with Location-Election-Disjoint ACL 2025 Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance EMNLP 2025 Probabilistic Group Mask Guided Discrete Optimization for Incremental Learning ICML 2025 ICL: Iterative Continual Learning for Multi-domain Neural Machine Translation EMNLP 2024 MIND: Multi-Task Incremental Network Distillation AAAI 2024 Rehearsal-free Continual Language Learning via Efficient Parameter Isolation ACL 2023 Adaptive Orthogonal Projection for Batch and Online Continual Learning AAAI 2022