conftrace_

parameter averaging

12 papers

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Co-occurring keywords · papers mentioning both

model merging (5) federated learning (3) task arithmetic (2) neural network (2) model averaging (2) sharpness minimization (1) objective smoothing (1) local minima (1) exponential moving average (1) model homogeneity (1)

Papers

M-Loss: Quantifying Model Merging Compatibility with Limited Unlabeled Data AAAI 2026 NeuronMerge: Merging Models via Functional Neuron Groups ACL 2025 PEER Pressure: Model-to-Model Regularization for Single Source Domain Generalization CVPR 2025 An Attribute Interpolation Method in Speech Synthesis by Model Merging Interspeech 2024 Knowledge Distillation in Federated Learning: A Practical Guide IJCAI 2024 Layer-wise linear mode connectivity ICLR 2024 Model Merging by Uncertainty-Based Gradient Matching ICLR 2024 Scalable Data Ablation Approximations for Language Models through Modular Training and Merging EMNLP 2024 Why is parameter averaging beneficial in SGD? An objective smoothing perspective AISTATS 2024 Federated Learning With Position-Aware Neurons CVPR 2022 Merging Models with Fisher-Weighted Averaging NeurIPS 2022 The Unusual Effectiveness of Averaging in GAN Training ICLR 2019