Results 31 to 40 of about 1,764,417 (289)
Cell Stem Cell, 2010 Polycomb Repressive Complex 2 (PRC2) modifies chromatin to silence many embryonic patterning genes, restricting their expression to the appropriate cell populations. Two reports in Cell by Peng et al. (2009) and Shen et al. (2009) identify Jarid2/Jumonji, a new component of PRC2, which inhibits PRC2 enzymatic activity to fine-tune silencing.
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Adaptive multi-source domain collaborative fine-tuning for transfer learning [PDF]
PeerJ Computer ScienceFine-tuning is an important technique in transfer learning that has achieved significant success in tasks that lack training data. However, as it is difficult to extract effective features for single-source domain fine-tuning when the data distribution ...
Le Feng +7 more
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Fine-Tuned of Necessity? [PDF]
Res Philosophica, 2018 This paper seeks to explicate and analyze an alternative response to fine-tuning arguments from those that are typically given—namely, design or brute contingency. The response I explore is based on necessity, the necessitarian response. After showing how necessity blocks the argument, I explicate the reply I claim necessitarians can give and suggest ...
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The current status of fine-tuning in supersymmetry
Journal of High Energy Physics, 2020 In this paper, we minimize and compare two different fine-tuning measures in four high-scale supersymmetric models that are embedded in the MSSM. In addition, we determine the impact of current and future dark matter direct detection and collider ...
Melissa van Beekveld +2 more
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Fine tuning in neuraxial subarachnoid anesthesia [PDF]
Romanian Journal of Medical Practice, 2016 The spinal anesthesia, a category of neuraxial anesthesia, is commenced in the lumbar spine, where the local anesthetic (LA) is injected into cerebrospinal fluid (CSF) to anesthetize the spinal nerves. This technique is most frequently used for analgesia
Ovidiu PENES, Emilia VALEANU
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Religions, 2023 This paper develops Mark D. Linville’s brief description of “a sort of moral fine-tuning argument”. I develop the argument in four ways: I unpack the argument and give it a clear formulation, I unpack the theistic explanation of why a somewhat reliable ...
Martin Jakobsen
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The Fine-Tuning Argument and the Simulation Hypothesis [PDF]
, 2017 In this paper, I propose that, in addition to the multiverse hypothesis, which is commonly taken to be an alternative explanation for fine-tuning, other than the design hypothesis, the simulation hypothesis is another explanation for fine-tuning.
Mizrahi, Moti, Moti Mizrahi
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Algorithm for Fine-Tuning Large Language Models Based on Dynamic Power Iteration [PDF]
Jisuanji kexue yu tansuoWith the widespread application of large language models (LLMs) across various domains, fine-tuning has become a critical method for adapting these models to specific tasks.
KUANG Hao, LIU Bo, LI Huiyue, ZENG Run, DUAN Wei
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The fine art of fine-tuning: A structured review of advanced LLM fine-tuning techniques
Natural Language Processing JournalTransformer-based models have consistently demonstrated superior accuracy compared to various traditional models across a range of downstream tasks.
Samar Pratap +5 more
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Measuring the Instability of Fine-Tuning
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023 Fine-tuning pre-trained language models on downstream tasks with varying random seeds has been shown to be unstable, especially on small datasets. Many previous studies have investigated this instability and proposed methods to mitigate it. However, most studies only used the standard deviation of performance scores (SD) as their measure, which is a ...
Yupei Du, Dong Nguyen 0002
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