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51 Results
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Poster
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Wed 16:30 |
Spiking Transformer with Experts Mixture Zhaokun Zhou · Yijie Lu · Yanhao Jia · Kaiwei Che · Jun Niu · Liwei Huang · Xinyu Shi · Yuesheng Zhu · Guoqi Li · Zhaofei Yu · Li Yuan |
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Workshop
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Mixture of Experts Enable Efficient and Effective Protein Understanding and Design Ning Sun · Shuxian Zou · Tianhua Tao · Sazan Mahbub · Xingyi Cheng · Yonghao Zhuang · Hongyi Wang · Eric Xing · Le Song |
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Poster
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Thu 11:00 |
Mixture of In-Context Experts Enhance LLMs' Long Context Awareness Hongzhan Lin · Ang Lv · yuhan chen · chen zhu · Yang Song · Hengshu Zhu · Rui Yan |
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Poster
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Wed 16:30 |
Mixture of Nested Experts: Adaptive Processing of Visual Tokens Gagan Jain · Nidhi Hegde · Aditya Kusupati · Arsha Nagrani · Shyamal Buch · Prateek Jain · Anurag Arnab · Sujoy Paul |
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Workshop
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Sat 15:45 |
Functional-level Uncertainty Quantification for Calibrated Fine-tuning on LLMs Ruijia Niu · Dongxia Wu · Rose Yu · Yian Ma |
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Poster
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Thu 16:30 |
MoVA: Adapting Mixture of Vision Experts to Multimodal Context ZHUOFAN ZONG · Bingqi Ma · Dazhong Shen · Guanglu Song · Hao Shao · DONGZHI JIANG · Hongsheng Li · Yu Liu |
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Poster
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Thu 11:00 |
MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models Leyang Shen · Gongwei Chen · Rui Shao · Weili Guan · Liqiang Nie |
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Workshop
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MOTIFNet: Automating the Analysis of Amphiphile and Block Polymer Self-Assembly from SAXS Data Daoyuan Li · Shuquan Cui · Mahesh Mahanthappa · Frank Bates · Timothy Lodge · Joern Ilja Siepmann |
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Poster
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Wed 16:30 |
BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts Qizhen (Irene) Zhang · Nikolas Gritsch · Dwaraknath Gnaneshwar Talupuru · Simon Guo · David Cairuz · Bharat Venkitesh · Jakob Foerster · Phil Blunsom · Sebastian Ruder · Ahmet Üstün · Acyr Locatelli |
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Workshop
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Mixture of Parrots: Mixtures of experts improve memorization more than reasoning Samy Jelassi · Clara Mohri · David Brandfonbrener · Alex Gu · Nikhil Vyas · Nikhil Anand · David Alvarez-Melis · Yuanzhi Li · Sham Kakade · Eran Malach |
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Workshop
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Sat 15:45 |
Mixture of Parrots: Mixtures of experts improve memorization more than reasoning Samy Jelassi · Clara Mohri · David Brandfonbrener · Alex Gu · Nikhil Vyas · Nikhil Anand · David Alvarez-Melis · Yuanzhi Li · Sham Kakade · Eran Malach |
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Poster
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Wed 16:30 |
Toward Efficient Inference for Mixture of Experts Haiyang Huang · Newsha Ardalani · Anna Sun · Liu Ke · Shruti Bhosale · Hsien-Hsin Lee · Carole-Jean Wu · Benjamin Lee |