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Found 8 papers, 2 papers with code
Nonlinear Kernel Support Vector Machine with 0-1 Soft Margin Loss
Recent advance on linear support vector machine with the 0-1 soft margin loss ($L_{0/1}$-SVM) shows that the 0-1 loss problem can be solved directly.
Unsupervised Image Classification for Deep Representation Learning
Extensive experiments on ImageNet dataset have been conducted to prove the effectiveness of our method.
Neural Inheritance Relation Guided One-Shot Layer Assignment Search
In this paper, for the first time, we systematically investigate the impact of different layer assignments to the network performance by building an architecture dataset of layer assignment on CIFAR-100.
Multiple Flat Projections for Cross-manifold Clustering
In this paper, we propose a Multiple Flat Projections Clustering (MFPC) to deal with cross-manifold clustering problems.
All You Need is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification
In this family of architectures, the basic block is only composed by 1x1 convolutional layers with only a few shift operations applied to the intermediate feature maps.
A Layer Decomposition-Recomposition Framework for Neuron Pruning towards Accurate Lightweight Networks
A better alternative is to propagate the entire useful information to reconstruct the pruned layer instead of directly discarding the less important neurons.
Generalized two-dimensional linear discriminant analysis with regularization
However, 2DLDA may encounter the singularity issue theoretically and the sensitivity to outliers.
Look into My Eyes: Fine-grained Detection of Face-screen Distance on Smartphones
The detection of face-screen distance on smartphone (i. e., the distance between the user face and the smartphone screen) is of paramount importance for many mobile applications, including dynamic adjustment of screen on-off, screen resolution, screen luminance, font size, with the purposes of power saving, protection of human eyesight, etc.
Networking and Internet Architecture
