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SHY Definition & Meaning - Merriam-Webster
shy, bashful, diffident, modest, coy mean not inclined to be forward. shy implies a timid reserve and a shrinking from familiarity or contact with others.
arxiv.org arXiv
arxiv.org › abs › 2301.00942v1
Deep Learning and Computational Physics (Lecture Notes)
These notes were compiled as lecture notes for a course developed and taught at the University of the Southern California. They should be accessible to a typical engineering graduate student with a st...
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SHY | English meaning - Cambridge Dictionary
Coded: 1, very reluctant or fearful; 2, shy; 3, warms up to tester; 4, immediately friendly. Partly because of the subject's political sensitivity, many scholars shy away from it. For instance, a …
arxiv.org arXiv
arxiv.org › abs › 1912.06732v2
On the approximation of rough functions with deep neural networks
Deep neural networks and the ENO procedure are both efficient frameworks for approximating rough functions. We prove that at any order, the ENO interpolation procedure can be cast as a deep ReLU neura...
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SHY definition in American English | Collins English Dictionary
If you are shy about or shy of doing something, you are unwilling to do it because you are afraid of what might happen. They feel shy about showing their feelings.
arxiv.org arXiv
arxiv.org › abs › 2107.09957v2
Memorization in Deep Neural Networks: Does the Loss Function matter?
Deep Neural Networks, often owing to the overparameterization, are shown to be capable of exactly memorizing even randomly labelled data. Empirical studies have also shown that none of the standard re...
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shy adjective - Definition, pictures, pronunciation and usage notes ...
Definition of shy adjective in Oxford Advanced Learner's Dictionary. Meaning, pronunciation, picture, example sentences, grammar, usage notes, synonyms and more.
arxiv.org arXiv
arxiv.org › abs › 2306.11113v2
Learn to Accumulate Evidence from All Training Samples: Theory and Practice
Evidential deep learning, built upon belief theory and subjective logic, offers a principled and computationally efficient way to turn a deterministic neural network uncertainty-aware. The resultant e...
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Shy - definition of shy by The Free Dictionary
1. To move suddenly or draw back, as if startled or afraid: The horse shied at the loud sound. 2. To avoid engaging in, treating, or discussing something: "a film adaptation that would not shy …
arxiv.org arXiv
arxiv.org › abs › 2012.06469v1
DILIE: Deep Internal Learning for Image Enhancement
We consider the generic deep image enhancement problem where an input image is transformed into a perceptually better-looking image. Recent methods for image enhancement consider the problem by perfor...
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SHY Definition & Meaning | Dictionary.com
suspicious, distrustful, or wary (often used in combination): The studio made a huge mistake when they cast a horse-shy actor in the cowboy role. I am a bit shy of that sort of person.
arxiv.org arXiv
arxiv.org › abs › 2512.14020v1
Deep Learning Perspective of Scene Understanding in Autonomous Robots
This paper provides a review of deep learning applications in scene understanding in autonomous robots, including innovations in object detection, semantic and instance segmentation, depth estimation,...
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Shy - Definition, Meaning & Synonyms | Vocabulary.com
Shy means being nervous or reserved around other people, especially in a social situation. Someone who's extremely shy might blush or stammer when talking to a group of people. Shy …
arxiv.org arXiv
arxiv.org › abs › 2107.02926v2
Solution of Physics-based Bayesian Inverse Problems with Deep Generative Priors
Inverse problems are ubiquitous in nature, arising in almost all areas of science and engineering ranging from geophysics and climate science to astrophysics and biomechanics. One of the central chall...
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Shy Definition & Meaning | Britannica Dictionary
SHY meaning: 1 : feeling nervous and uncomfortable about meeting and talking to people; 2 : showing that you are nervous and uncomfortable about meeting and talking to people
arxiv.org arXiv
arxiv.org › abs › 1903.03040v2
Deep learning observables in computational fluid dynamics
Many large scale problems in computational fluid dynamics such as uncertainty quantification, Bayesian inversion, data assimilation and PDE constrained optimization are considered very challenging com...
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SHY | definition in the Cambridge English Dictionary
He was too shy to ask her to dance with him. She gave a shy smile. Children are often shy with people they don't know. The deer were shy (= unwilling to be near people) and hid behind …
arxiv.org arXiv
arxiv.org › abs › 2011.03712v1
DeepCFL: Deep Contextual Features Learning from a Single Image
Recently, there is a vast interest in developing image feature learning methods that are independent of the training data, such as deep image prior, InGAN, SinGAN, and DCIL. These methods are unsuperv...
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SHY definition and meaning | Collins English Dictionary
A shy person is nervous and uncomfortable in the company of other people. She was a shy, quiet-spoken girl. She was a shy and retiring person off-stage.
arxiv.org arXiv
arxiv.org › abs › 2512.23753v1
Generalized Regularized Evidential Deep Learning Models: Theory and Comprehensive Evaluation
Evidential deep learning (EDL) models, based on Subjective Logic, introduce a principled and computationally efficient way to make deterministic neural networks uncertainty-aware. The resulting eviden...