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27 Results
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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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Poster
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Wed 11:00 |
Achieving Optimal Clustering in Gaussian Mixture Models with Anisotropic Covariance Structures Xin Chen · Anderson Ye Zhang |
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Poster
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Thu 11:00 |
MoLE: Enhancing Human-centric Text-to-image Diffusion via Mixture of Low-rank Experts Jie Zhu · Yixiong Chen · Mingyu Ding · Ping Luo · Leye Wang · Jingdong Wang |
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Poster
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Wed 16:30 |
Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models Dongwon Jo · Taesu Kim · Yulhwa Kim · jae-joon kim |
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Oral
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Wed 10:40 |
Achieving Optimal Clustering in Gaussian Mixture Models with Anisotropic Covariance Structures Xin Chen · Anderson Ye Zhang |
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Workshop
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Variational Bayes Gaussian Splatting Toon Van de Maele · Ozan Catal · Alexander Tschantz · Christopher L Buckley · Tim Verbelen |
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Poster
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Thu 16:30 |
Toward Global Convergence of Gradient EM for Over-Paramterized Gaussian Mixture Models Weihang Xu · Maryam Fazel · Simon Du |
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Workshop
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Mixture of Experts for Time Series Foundation Models Xu Liu · Juncheng Liu · Gerald Woo · Ibrahim Taha Aksu · Chenghao Liu · Silvio Savarese · Caiming Xiong · Doyen Sahoo |
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Poster
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Personalized Federated Learning with Mixture of Models for Adaptive Prediction and Model Fine-Tuning Pouya M. Ghari · Yanning Shen |
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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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Workshop
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Scaling to Billion Parameters for Time Series Foundation Models with Mixture of Experts Xiaoming Shi · Shiyu Wang · Yuqi Nie · Dianqi Li · Zhou Ye · Qingsong Wen · Ming Jin |
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Poster
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EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models Shangquan Sun · Wenqi Ren · Zikun Liu · Hyunhee Park · Rui Wang · Xiaochun Cao |