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Poster
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Tue 14:00 |
Spatial Mixture-of-Experts Nikoli Dryden · Torsten Hoefler |
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Poster
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TA-MoE: Topology-Aware Large Scale Mixture-of-Expert Training Chang Chen · Min Li · Zhihua Wu · Dianhai Yu · Chao Yang |
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Poster
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Thu 14:00 |
Towards Understanding the Mixture-of-Experts Layer in Deep Learning Zixiang Chen · Yihe Deng · Yue Wu · Quanquan Gu · Yuanzhi Li |
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Workshop
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A Mixture-of-Expert Approach to RL-based Dialogue Management Yinlam Chow · Azamat Tulepbergenov · Ofir Nachum · Dhawal Gupta · Moonkyung Ryu · Mohammad Ghavamzadeh · Craig Boutilier |
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Workshop
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Sparse Mixture-of-Experts are Domain Generalizable Learners Bo Li · Yifei Shen · Jingkang Yang · Yezhen Wang · Jiawei Ren · Tong Che · Jun Zhang · Ziwei Liu |
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Poster
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Wed 14:00 |
Mixture-of-Experts with Expert Choice Routing Yanqi Zhou · Tao Lei · Hanxiao Liu · Nan Du · Yanping Huang · Vincent Zhao · Andrew Dai · zhifeng Chen · Quoc V Le · James Laudon |
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Poster
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Wed 9:00 |
M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design hanxue liang · Zhiwen Fan · Rishov Sarkar · Ziyu Jiang · Tianlong Chen · Kai Zou · Yu Cheng · Cong Hao · Zhangyang Wang |
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Poster
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Thu 9:00 |
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts Tao Zhong · Zhixiang Chi · Li Gu · Yang Wang · Yuanhao Yu · Jin Tang |
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Poster
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Thu 9:00 |
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts Hangbo Bao · Wenhui Wang · Li Dong · Qiang Liu · Owais Khan Mohammed · Kriti Aggarwal · Subhojit Som · Songhao Piao · Furu Wei |
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Poster
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Thu 14:00 |
On the Adversarial Robustness of Mixture of Experts Joan Puigcerver · Rodolphe Jenatton · Carlos Riquelme · Pranjal Awasthi · Srinadh Bhojanapalli |
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Poster
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Tue 14:00 |
Is a Modular Architecture Enough? Sarthak Mittal · Yoshua Bengio · Guillaume Lajoie |
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Workshop
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Safe Real-World Autonomous Driving by Learning to Predict and Plan with a Mixture of Experts Stefano Pini · Christian Perone · Aayush Ahuja · Ana Sofia Rufino Ferreira · Moritz Niendorf · Sergey Zagoruyko |