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Giung Nam

Ex Uno Pluria: Insights on Ensembling in Low Precision Number Systems

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Nov 22, 2024
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Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance

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Apr 01, 2024
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Enhancing Transfer Learning with Flexible Nonparametric Posterior Sampling

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Mar 12, 2024
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Traversing Between Modes in Function Space for Fast Ensembling

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Jun 20, 2023
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SWAMP: Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning

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May 24, 2023
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Martingale Posterior Neural Processes

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Apr 19, 2023
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Decoupled Training for Long-Tailed Classification With Stochastic Representations

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Apr 19, 2023
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Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation

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Jun 30, 2022
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Diversity Matters When Learning From Ensembles

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Oct 27, 2021
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