| Improved texture image classification through the use of a corrosion-inspired cellular automaton | Dec 26, 2014 | General Classificationimage-classification | —Unverified | 0 |
| Gabor wavelets combined with volumetric fractal dimension applied to texture analysis | Dec 25, 2014 | General ClassificationTexture Classification | —Unverified | 0 |
| Fractal descriptors based on the probability dimension: a texture analysis and classification approach | Dec 25, 2014 | General ClassificationTexture Classification | —Unverified | 0 |
| Learning Deep Temporal Representations for Brain Decoding | Dec 23, 2014 | Brain DecodingGeneral Classification | —Unverified | 0 |
| Fusing Color and Texture Cues to Categorize the Fruit Diseases from Images | Dec 23, 2014 | ClusteringGeneral Classification | —Unverified | 0 |
| Half-CNN: A General Framework for Whole-Image Regression | Dec 22, 2014 | ClassificationFace Detection | —Unverified | 0 |
| Convolutional Neural Networks for joint object detection and pose estimation: A comparative study | Dec 22, 2014 | General ClassificationObject | —Unverified | 0 |
| On Learning Vector Representations in Hierarchical Label Spaces | Dec 22, 2014 | General ClassificationMulti-Label Classification | —Unverified | 0 |
| Object Detectors Emerge in Deep Scene CNNs | Dec 22, 2014 | General ClassificationObject | CodeCode Available | 0 |
| Correlation of Data Reconstruction Error and Shrinkages in Pair-wise Distances under Principal Component Analysis (PCA) | Dec 21, 2014 | General Classification | —Unverified | 0 |
| A Stable Multi-Scale Kernel for Topological Machine Learning | Dec 21, 2014 | 3D Shape ClassificationBIG-bench Machine Learning | —Unverified | 0 |
| Discovering Hidden Factors of Variation in Deep Networks | Dec 20, 2014 | General Classification | CodeCode Available | 0 |
| Automatic Discovery and Optimization of Parts for Image Classification | Dec 20, 2014 | ClassificationDiversity | —Unverified | 0 |
| Visualizing and Comparing Convolutional Neural Networks | Dec 20, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| Scoring and Classifying with Gated Auto-encoders | Dec 20, 2014 | General ClassificationMulti-Label Classification | —Unverified | 0 |
| N-gram-Based Low-Dimensional Representation for Document Classification | Dec 19, 2014 | ClassificationClustering | —Unverified | 0 |
| Speeding-up Convolutional Neural Networks Using Fine-tuned CP-Decomposition | Dec 19, 2014 | CPUGeneral Classification | CodeCode Available | 0 |
| Empirically Estimable Classification Bounds Based on a New Divergence Measure | Dec 19, 2014 | Binary ClassificationClassification | —Unverified | 0 |
| Gradual training of deep denoising auto encoders | Dec 19, 2014 | DenoisingGeneral Classification | —Unverified | 0 |
| Algorithmic Robustness for Learning via (ε, γ, τ)-Good Similarity Functions | Dec 19, 2014 | ClusteringGeneral Classification | —Unverified | 0 |
| Generative Deep Deconvolutional Learning | Dec 18, 2014 | Dictionary LearningGeneral Classification | —Unverified | 0 |
| Data Representation using the Weyl Transform | Dec 18, 2014 | General Classificationimage-classification | —Unverified | 0 |
| Decomposition-Based Domain Adaptation for Real-World Font Recognition | Dec 18, 2014 | Domain AdaptationFont Recognition | —Unverified | 0 |
| Compressing Deep Convolutional Networks using Vector Quantization | Dec 18, 2014 | ClassificationClustering | —Unverified | 0 |
| Unsupervised Learning of Spatiotemporally Coherent Metrics | Dec 18, 2014 | General ClassificationMetric Learning | —Unverified | 0 |
| Multiobjective Optimization of Classifiers by Means of 3-D Convex Hull Based Evolutionary Algorithm | Dec 18, 2014 | Binary ClassificationClassification | —Unverified | 0 |
| Deep Learning for Multi-label Classification | Dec 17, 2014 | ClassificationDeep Learning | —Unverified | 0 |
| Feature extraction from complex networks: A case of study in genomic sequences classification | Dec 17, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie Reviews | Dec 17, 2014 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| Max-Margin based Discriminative Feature Learning | Dec 16, 2014 | General ClassificationMulti-class Classification | —Unverified | 0 |
| Highly Efficient Forward and Backward Propagation of Convolutional Neural Networks for Pixelwise Classification | Dec 15, 2014 | ClassificationGeneral Classification | —Unverified | 0 |
| CITlab ARGUS for historical data tables | Dec 15, 2014 | General ClassificationHandwriting Recognition | —Unverified | 0 |
| Domain-Adversarial Neural Networks | Dec 15, 2014 | DenoisingDomain Adaptation | CodeCode Available | 0 |
| An Evaluation of Support Vector Machines as a Pattern Recognition Tool | Dec 13, 2014 | General Classification | —Unverified | 0 |
| A Framework for Shape Analysis via Hilbert Space Embedding | Dec 13, 2014 | ClusteringGeneral Classification | —Unverified | 0 |
| Optimizing Over Radial Kernels on Compact Manifolds | Dec 13, 2014 | General Classification | —Unverified | 0 |
| CITlab ARGUS for historical handwritten documents | Dec 12, 2014 | General ClassificationHandwriting Recognition | —Unverified | 0 |
| Road Detection by One-Class Color Classification: Dataset and Experiments | Dec 11, 2014 | Autonomous DrivingClassification | —Unverified | 0 |
| Object-centric Sampling for Fine-grained Image Classification | Dec 10, 2014 | ClassificationFine-Grained Image Classification | —Unverified | 0 |
| Provable Tensor Methods for Learning Mixtures of Generalized Linear Models | Dec 9, 2014 | General ClassificationTensor Decomposition | —Unverified | 0 |
| Actions and Attributes from Wholes and Parts | Dec 8, 2014 | AttributeClassification | —Unverified | 0 |
| HyperSpectral classification with adaptively weighted L1-norm regularization and spatial postprocessing | Dec 8, 2014 | General ClassificationHyperspectral Image Classification | —Unverified | 0 |
| Consistent optimization of AMS by logistic loss minimization | Dec 5, 2014 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Image Data Compression for Covariance and Histogram Descriptors | Dec 4, 2014 | Data CompressionGeneral Classification | —Unverified | 0 |
| DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection | Dec 2, 2014 | Contour DetectionFeature Engineering | —Unverified | 0 |
| Extraction of Pharmacokinetic Evidence of Drug-drug Interactions from the Literature | Dec 2, 2014 | EpidemiologyGeneral Classification | —Unverified | 0 |
| Covariance estimation using conjugate gradient for 3D classification in Cryo-EM | Dec 2, 2014 | 3D ClassificationGeneral Classification | —Unverified | 0 |
| Semantic HMC for Big Data Analysis | Dec 2, 2014 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Ranking via Robust Binary Classification | Dec 1, 2014 | Binary ClassificationClassification | —Unverified | 0 |
| Multi-Class Deep Boosting | Dec 1, 2014 | Ensemble LearningGeneral Classification | —Unverified | 0 |