conftrace_

parameter averaging

9 papers

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Co-occurring keywords

model merging (234) neural network (6616) federated learning (1333) sharpness minimization (5) objective smoothing (1) local minima (39) model homogeneity (1) heterogeneous data distribution (4) attribute interpolation (2) speaker generation (2)

Papers

M-Loss: Quantifying Model Merging Compatibility with Limited Unlabeled Data AAAI 2026
PEER Pressure: Model-to-Model Regularization for Single Source Domain Generalization CVPR 2025
NeuronMerge: Merging Models via Functional Neuron Groups ACL 2025
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
An Attribute Interpolation Method in Speech Synthesis by Model Merging INTERSPEECH 2024
Knowledge Distillation in Federated Learning: A Practical Guide IJCAI 2024
Federated Learning With Position-Aware Neurons CVPR 2022
Merging Models with Fisher-Weighted Averaging NIPS 2022