文件名称：Yann LeCun (paper_set)
文件大小：22.35MB
文件格式：RAR
更新时间：2023-12-02 13:37:22
deep learning machine learning
共18篇paper，有一点要说明：该文档仅作交流学习用处，不能当作商业用途。 从早期的《Optimal Brain Damage》 《Handwritten Digit Recognition with a Back-Propagation Network》到《Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation》等
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Yann LeCun
----5544-exploiting-linear-structure-within-convolutional-networks-for-efficient-evaluation.pdf(1.44MB)
----819-globally-trained-handwritten-word-recognizer-using-spatial-representation-convolutional-neural-networks-and-hidden-markov-models.pdf(1.94MB)
----557-multi-digit-recognition-using-a-space-displacement-neural-network.pdf(1.68MB)
----293-handwritten-digit-recognition-with-a-back-propagation-network.pdf(1.87MB)
----250-optimal-brain-damage.pdf(1.66MB)
----8110-glomo-unsupervised-learning-of-transferable-relational-graphs.pdf(570KB)
----5761-deep-learning-with-elastic-averaging-sgd.pdf(717KB)
----6051-disentangling-factors-of-variation-in-deep-representation-using-adversarial-training.pdf(766KB)
----536-tangent-prop-a-formalism-for-specifying-selected-invariances-in-an-adaptive-network.pdf(1.55MB)
----5782-character-level-convolutional-networks-for-text-classification.pdf(296KB)
----5951-learning-to-linearize-under-uncertainty.pdf(528KB)
----769-signature-verification-using-a-siamese-time-delay-neural-network.pdf(1.78MB)
----1602-boxlets-a-fast-convolution-algorithm-for-signal-processing-and-neural-networks.pdf(1.48MB)
----656-efficient-pattern-recognition-using-a-new-transformation-distance.pdf(2.15MB)
----419-transforming-neural-net-output-levels-to-probability-distributions.pdf(1.62MB)
----5573-joint-training-of-a-convolutional-network-and-a-graphical-model-for-human-pose-estimation.pdf(1.16MB)
----589-automatic-learning-rate-maximization-by-on-line-estimation-of-the-hessians-eigenvectors.pdf(1.86MB)
----314-second-order-properties-of-error-surfaces-learning-time-and-generalization.pdf(1.41MB)