2024 "parameter merging" Papers

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Harmony in Diversity: Merging Neural Networks with Canonical Correlation Analysis

Stefan Horoi, Albert Manuel Orozco Camacho, Eugene Belilovsky et al.

ICML 2024posterarXiv:2407.05385

Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch

Le Yu, Bowen Yu, Haiyang Yu et al.

ICML 2024posterarXiv:2311.03099

Training-Free Model Merging for Multi-target Domain Adaptation

Wenyi Li, Huan-ang Gao, Mingju Gao et al.

ECCV 2024posterarXiv:2407.13771