Poster "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 2025arXiv:2410.06664

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

Sheng Cao, Mingrui Wu, Karthik Prasad et al.

Soft Merging of Experts with Adaptive Routing

Haokun Liu, Muqeeth Mohammed, Colin Raffel

ICLR 2025arXiv:2306.03745

Harmony in Diversity: Merging Neural Networks with Canonical Correlation Analysis

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

ICML 2024arXiv: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 2024arXiv:2311.03099

Training-Free Model Merging for Multi-target Domain Adaptation

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

ECCV 2024arXiv:2407.13771