task arithmetic

Escaping Optimization Stagnation: Taking Steps Beyond Task Arithmetic via Difference Vectors AAAI 2026 Understanding and Enforcing Weight Disentanglement in Task Arithmetic CVPR 2026 Bias Vector: Mitigating Biases in Language Models with Task Arithmetic Approach COLING 2025 Distilling a speech and music encoder with task arithmetic Interspeech 2025 DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic ICCV 2025 Fine-Tuning Attention Modules Only: Enhancing Weight Disentanglement in Task Arithmetic ICLR 2025 Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge EMNLP 2025 Leveraging Submodule Linearity Enhances Task Arithmetic Performance in LLMs ICLR 2025 Mastering Task Arithmetic: τJp as a Key Indicator for Weight Disentanglement ICLR 2025 NeuronMerge: Merging Models via Functional Neuron Groups ACL 2025 No Train but Gain: Language Arithmetic for training-free Language Adapters enhancement COLING 2025 To See a World in a Spark of Neuron: Disentangling Multi-Task Interference for Training-Free Model Merging EMNLP 2025 When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven Approach CVPR 2025 When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers ICLR 2025 Ethos: Rectifying Language Models in Orthogonal Parameter Space NAACL 2024 Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer EACL 2024 Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic ACL 2024 MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic EMNLP 2024 Model Merging by Uncertainty-Based Gradient Matching ICLR 2024 Parameter-Efficient Multi-Task Model Fusion with Partial Linearization ICLR 2024 Task Arithmetic can Mitigate Synthetic-to-Real Gap in Automatic Speech Recognition EMNLP 2024 To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models ICML 2024 Towards Diverse Device Heterogeneous Federated Learning via Task Arithmetic Knowledge Integration NeurIPS 2024 An Empirical Study of Multimodal Model Merging EMNLP 2023 Editing models with task arithmetic ICLR 2023