"parameter merging" Papers

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Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning

Qianli Ma, Xuefei Ning, Dongrui Liu et al.

CVPR 2025posterarXiv:2410.06664

Param$\Delta$ for Direct Mixing: Post-Train Large Language Model At Zero Cost

Sheng Cao, Mingrui Wu, Karthik Prasad et al.

ICLR 2025poster

Soft Merging of Experts with Adaptive Routing

Haokun Liu, Muqeeth Mohammed, Colin Raffel

ICLR 2025posterarXiv:2306.03745

Harmony in Diversity: Merging Neural Networks with Canonical Correlation Analysis

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

ICML 2024poster

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

Le Yu, Bowen Yu, Haiyang Yu et al.

ICML 2024poster

Training-Free Model Merging for Multi-target Domain Adaptation

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

ECCV 2024posterarXiv:2407.13771