Results 141 to 150 of about 3,493,044 (354)
Maintaining Structural Integrity in Parameter Spaces for Parameter Efficient Fine-tuning [PDF]
arXivAdapting pre-trained foundation models for various downstream tasks has been prevalent in artificial intelligence. Due to the vast number of tasks and high costs, adjusting all parameters becomes unfeasible. To mitigate this, several fine-tuning techniques have been developed to update the pre-trained model weights in a more resource-efficient manner ...
arxiv
Differential geometry of conics in the projective space of three dimensions.—I. Fundamental theorem in the theory of a one-parameter family of conics [PDF]
, 1928 Akitsugu Kawaguchi
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Parameter Estimation of Gaussian-Damped Sinusoids from a Geometric Perspective [PDF]
arXiv, 2016 The five parameter gaussian damped sinusoid equation is a reasonable model for betatron motion with chromatic decoherence of the proton bunch centroid signal in the ring at the Spallation Neutron Source. A geometric method for efficiently fitting this equation to the turn by turn signals to extract the betatron tune and damping constant will be ...
arxiv
Parameter rays for the exponential family [PDF]
arXiv, 2005 We investigate the set of parameters $\kappa\in\C$ for which the singular orbit $(0,e^{\kappa},...)$ of $E_{\kappa}(z):=\exp(z+\kappa)$ converges to $\infty$. These parameters are organized in smooth curves in parameter space called \emph{parameter rays}.
arxiv
Some classes of Banach spaces depending on a parameter [PDF]
, 1961 Julian Musielak, Zbigniew Semadeni
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Journal of Applied Clinical Medical Physics, EarlyView.Abstract Purpose Training deep learning dose prediction models for the latest cutting‐edge radiotherapy techniques, such as AI‐based nodal radiotherapy (AINRT) and Daily Adaptive AI‐based nodal radiotherapy (DA‐AINRT), is challenging due to limited data.
Hui‐Ju Wang +5 more
wiley +1 more source
Fill in the blanks in the parameter space of observational astronomy. [PDF]
Innovation (Camb), 2023 Qian L.
europepmc +1 more source
One-parameter semigroups of subsets of a real linear space [PDF]
, 1960 Hans Rådström
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Journal of Applied Clinical Medical Physics, EarlyView.Abstract Purpose To compare plan quality among photon volumetric modulated arc therapy (VMAT) and intensity‐modulated proton therapy (IMPT) with robustness using three different proton beam delivery systems with various spot size (σ) ranges: cyclotron‐generated proton beams (CPBs) (σ: 2.7–7.0 mm), linear accelerator proton beams (LPBs) (σ: 2.9–5.5 mm),
Tara Gray +9 more
wiley +1 more source
Assessing biological network dynamics: comparing numerical simulations with analytical decomposition of parameter space. [PDF]
NPJ Syst Biol Appl, 2023 Hari K +5 more
europepmc +1 more source