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Poster
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Fri 16:30
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C2M3: Cycle-Consistent Multi-Model Merging
Donato Crisostomi · Marco Fumero · Daniele Baieri · Florian Bernard · Emanuele Rodolà
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Workshop
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Sun 11:00
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Lu Li, Tianyu Zhang, Zhiqi Bu, Suyuchen Wang, Huan He, Jie Fu, Yonghui Wu, Jiang Bian, Yong Chen & Yoshua Bengio. MAP: Model Merging with Amortized Pareto Front Using Limited Computation
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Workshop
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JRadiEvo: A Japanese Radiology Report Generation Model Enhanced by Evolutionary Optimization of Model Merging
Kaito Baba · Ryota Yagi · Junichiro Takahashi · Risa Kishikawa · satoshi kodera
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Workshop
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Fast Imagic: Solving Overfitting in Text-guided Image Editing via Disentangled UNet with Forgetting Mechanism and Unified Vision-Language Optimization
Shiwen Zhang
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Poster
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Fri 16:30
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SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data
Jialu Li · Jaemin Cho · Yi-Lin Sung · Jaehong Yoon · Mohit Bansal
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Workshop
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Improving Model Merging with Natural Niches
João Abrantes · Robert Lange · Yujin Tang
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Workshop
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Efficient Time Series Processing for Transformers and State-Space Models through Token Merging
Leon Götz · Marcel Kollovieh · Stephan Günnemann · Leo Schwinn
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Workshop
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Improving Model Merging with Natural Niches
João Abrantes · Robert Lange · Yujin Tang
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Workshop
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Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging
Joel Jang · Seungone Kim · Bill Yuchen Lin · Yizhong Wang · Jack Hessel · Luke Zettlemoyer · Hannaneh Hajishirzi · Yejin Choi · Prithviraj Ammanabrolu
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Poster
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Fri 16:30
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Parameter Competition Balancing for Model Merging
Guodong DU · Junlin Lee · Jing Li · Runhua Jiang · Yifei Guo · Shuyang Yu · Hanting Liu · Sim Kuan Goh · Ho-Kin Tang · Daojing He · Min Zhang
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Poster
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Thu 11:00
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Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning
Minghui Chen · Meirui Jiang · Xin Zhang · DOU QI · Zehua Wang · Xiaoxiao Li
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Workshop
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Mix Data or Merge Models? Optimizing for Performance and Safety in Multilingual Contexts
Aakanksha · Arash Ahmadian · Seraphina Goldfarb-Tarrant · Beyza Ermis · Marzieh Fadaee · Sara Hooker
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