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13 Results
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Poster
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Tue 2:30 |
Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers Tianlong Chen · Zhenyu Zhang · AJAY JAISWAL · Shiwei Liu · Zhangyang Wang |
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Oral
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Tue 1:30 |
Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers Tianlong Chen · Zhenyu Zhang · AJAY JAISWAL · Shiwei Liu · Zhangyang Wang |
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Poster
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Tue 2:30 |
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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Poster
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Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models Xiaoman Pan · Wenlin Yao · Hongming Zhang · Dian Yu · Dong Yu · Jianshu Chen |
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Oral
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Wed 7:10 |
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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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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Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints Aran Komatsuzaki · Joan Puigcerver · James Lee-Thorp · Carlos Riquelme · Basil Mustafa · Joshua Ainslie · Yi Tay · Mostafa Dehghani · Neil Houlsby |
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Poster
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SCoMoE: Efficient Mixtures of Experts with Structured Communication zhiyuan zeng · Deyi Xiong |
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Poster
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Mon 2:30 |
Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic Experts Zhitong Gao · Yucong Chen · Chuyu Zhang · Xuming He |
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Poster
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Chasing All-Round Graph Representation Robustness: Model, Training, and Optimization Chunhui Zhang · Yijun Tian · Mingxuan Ju · Zheyuan Liu · Yanfang Ye · Nitesh Chawla · Chuxu Zhang |
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Poster
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Wed 7:30 |
Switch-NeRF: Learning Scene Decomposition with Mixture of Experts for Large-scale Neural Radiance Fields Zhenxing Mi · Dan Xu |
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Oral
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Tue 6:30 |
Task-customized Masked Autoencoder via Mixture of Cluster-conditional Experts Zhili LIU · Kai Chen · Jianhua Han · Lanqing HONG · Hang Xu · Zhenguo Li · James Kwok |