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defection    音标拼音: [dɪf'ɛkʃən]
n. 背叛,脱党,离会

背叛,脱党,离会

defection
n 1: withdrawing support or help despite allegiance or
responsibility; "his abandonment of his wife and children
left them penniless" [synonym: {desertion}, {abandonment},
{defection}]
2: the state of having rejected your religious beliefs or your
political party or a cause (often in favor of opposing
beliefs or causes) [synonym: {apostasy}, {renunciation},
{defection}]

Defection \De*fec"tion\, n. [L. defectio: cf. F. d['e]fection.
See {Defect}.]
Act of abandoning a person or cause to which one is bound by
allegiance or duty, or to which one has attached himself;
desertion; failure in duty; a falling away; apostasy;
backsliding. "Defection and falling away from God." --Sir W.
Raleigh.
[1913 Webster]

The general defection of the whole realm. --Sir J.
Davies.
[1913 Webster]

138 Moby Thesaurus words for "defection":
abandonment, about-face, accommodation, adaptation, adjustment,
alienation, alteration, amelioration, apostasy, backsliding,
bad debt, betrayal, betterment, blemish, bolt, break, breakaway,
bug, catch, change, change of heart, changeableness,
constructive change, continuity, conversion, crack, crossing-over,
default, defect, deficiency, degeneration, degenerative change,
delinquence, delinquency, dereliction, deserter, desertion,
deterioration, deviation, difference, disaffection, discontinuity,
dishonor, dishonoring, disloyalty, disownment, divergence,
diversification, diversion, diversity, divorce, drawback,
estrangement, failing, failure, faithlessness, falseness, fault,
faute, fitting, flaw, flip-flop, foible, forsaking, frailty,
going over, gradual change, hole, imperfection, improvement,
inadequacy, infirmity, kink, little problem, melioration,
mitigation, modification, modulation, nondischarge of debts,
nonpayment, nonremittal, overthrow, parting, problem, protest,
protested bill, qualification, radical change, ratting,
re-creation, realignment, recidivation, recidivism, recreancy,
redesign, reform, reformation, rejection, remaking, renewal,
renunciation, repudiation, reshaping, restructuring, reversal,
revival, revivification, revolution, rift, runout, schism,
secession, separation, shift, shortcoming, snag, something missing,
sudden change, switch, taint, tergiversation, total change,
transition, treason, turn, turnabout, turning traitor,
uncollectible, upheaval, variation, variety, violent change,
vulnerable place, walkout, weak link, weak point, weakness,
worsening


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  • [1711. 00937] Neural Discrete Representation Learning - arXiv. org
    Our model, the Vector Quantised-Variational AutoEncoder (VQ-VAE), differs from VAEs in two key ways: the encoder network outputs discrete, rather than continuous, codes; and the prior is learnt rather than static
  • 理解向量量化变分自动编码器 (VQ-VAE) - 知乎
    Oord 等人的这篇论文 提出了使用 离散潜在嵌入 进行变分自动编码器 的想法。 所提出的模型称为 向量量化变分自动编码器 （VQ-VAE）。 我真的很喜欢这个想法和其带来的结果，但用来加深对其理解的资源却很少。 和许多其他人一样，变分自动编码器（VAE）是我选择的生成模型。 与 GAN 不同，它们 更容易训练和推理 （无意冒犯，亲爱的 GAN）。 假若您对 VAE之前没有了解，您可以参考阅读 这篇文章， 它是这方面最简单的文章之一。 VAE 由 3 部分组成： 通常我们假设先验和后验呈 对角方差正态分布。 然后使用编码器来预测后验的均值和方差。 然而，在拟议的工作中，作者使用离散潜在变量（而不是连续正态分布）。 后验分布和先验分布是分类的，从这些分布中抽取的样本索引嵌入表。 换句话说：
  • Neural Discrete Representation Learning
    Our model, the Vector Quantised-Variational AutoEncoder (VQ-VAE), differs from VAEs in two key ways: the encoder network outputs discrete, rather than continuous, codes; and the prior is learnt rather than static
  • （2017 NIPS|VQ-VAE|表示学习、离散变量）神经离散表示学习
    本文提出了 Vector Quantised-Variational AutoEncoder (VQ-VAE)，一种结合变分自编码器与向量量化的 离散表示学习模型。 与传统VAE不同，VQ-VAE引入了 离散潜变量 与 可学习的先验分布，克服了“posterior collapse”问题，能够在无监督场景下从图像、音频、视频等数据
  • Vector Quantization using Gaussian Variational Autoencoder
    Vector-quantized variational autoencoders (VQ-VAEs) are discrete autoencoders that compress images into discrete tokens However, they are difficult to train due to discretization
  • SSL-VQ: vector-quantized variational autoencoders for semi-supervised . . .
    In this study, we present a novel machine-learning method for predicting therapeutic target molecules for various diseases, leveraging multimodal vector-quantized variational autoencoders (VQ-VAEs) (Van Den Oord et al 2017) within the SSL framework
  • VQ-VAE（Vector Quantized Variational Autoencoder）代码 . . .
    5 思考与总结 VQ-VAE（Vector Quantized Variational AutoEncoder）是一种将离散潜变量引入到生成模型中的自编码器。 通过矢量量化技术，它实现了潜在空间的离散化，同时保持了生成质量和训练稳定性。
  • Vector Quantized Variational Autoencoder - GitHub
    A pytorch implementation of the vector quantized variational autoencoder (https: arxiv org abs 1711 00937) - MishaLaskin vqvae
  • Vector-Quantized Variational Autoencoders - Keras
    In this example, we develop a Vector Quantized Variational Autoencoder (VQ-VAE) VQ-VAE was proposed in Neural Discrete Representation Learning by van der Oord et al
  • Quaternion Vector Quantized Variational Autoencoder
    Abstract: Vector quantized variational autoencoders, as variants of variational autoencoders, effectively capture discrete representations by quantizing continuous latent spaces and are widely used in generative tasks





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