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Facebook IV Winner's Interview: 1st place, Peter Best (aka fakeplastictrees)Peter Best (akafakeplastictrees) took 1st place inHuman or Robot?,our four... 阅读全文
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An Attempt to Understand Boosting Algorithm(s)WELCOME!Here you will find dailynews and tutorials about R, contributed by over 573 bloggers.There are m... 阅读全文
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A Statistical View of DeepLearning (V): Generalisation and RegularisationWe now routinely buildcomplex, highly-parameterised models in an effort to ad... 阅读全文
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A Statistical View of Deep Learning(IV): Recurrent Nets and Dynamical SystemsRecurrent neural networks (RNNs) are now established as one of the key to... 阅读全文
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A Statistical View of DeepLearning (III): Memory and KernelsMemory,the ways in which we remember and recall past experiences and data to reason about ... 阅读全文
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Can deep learning help you find the perfect girl?One of the first things I did when I moved to Montreal was installingTinder. For those of you not fam... 阅读全文
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A Statistical View of Deep Learning(II): Auto-encoders and Free EnergyWith the success ofdiscriminative modellingusing deep feedforward neural network... 阅读全文
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Kaggle Bike Sharing Demand Prediction – How I got in top 5 percentile of participants?IntroductionThere are three types of peoplewhotake part in aKagg... 阅读全文
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A Statistical View of DeepLearning (I): Recursive GLMsDeep learningand the use of deep neural networks [1] are now established as a key tool for pract... 阅读全文
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Why GEMM is at the heart of deeplearningI spend most of my time worrying about how to make deep learning with neural networks faster and more power ef... 阅读全文
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[CV]人脸识别检测数据集做了一段时间的人脸识别和检测，在这里列一下用过的数据集。基本上，大家近期也都是在这几个数据集上检测自己的算法。网上这方面的总结虽然不少，但是一则有些是多年前的数据，或是规模太小或是链接已经失效，再则是数据集的测试协议定义不明，不尽适合用来和其它方法做比较。1.Labeled... 阅读全文
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视频图像去模糊常用处理方法随着“平安城市”的广泛建设，各大城市已经建有大量的视频监控系统，虽然监控系统己经广泛地存在于银行、商场、车站和交通路口等公共场所，但是在公安工作中，由于设备或者其他条件的限制，案情发生后的图像回放都存在图像不清晰，数据不完整的问题，无法为案件的及时侦破提供有效线索。经常出现... 阅读全文
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Computational Methods in Bayesian AnalysisComputational Methods in Bayesian Analysis【Markov chain Monte Carlo】【Gibbs Sampling】【The Metropolis-Hastings... 阅读全文
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