| Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning | Feb 28, 2017 | General ClassificationTransfer Learning | CodeCode Available | 0 |
| An Extensive Technique to Detect and Analyze Melanoma: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2017 | Feb 28, 2017 | General ClassificationSegmentation | —Unverified | 0 |
| A Joint Identification Approach for Argumentative Writing Revisions | Feb 28, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Auto-clustering Output Layer: Automatic Learning of Latent Annotations in Neural Networks | Feb 28, 2017 | ClusteringGeneral Classification | —Unverified | 0 |
| Learning rates for classification with Gaussian kernels | Feb 28, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings | Feb 27, 2017 | Bayesian InferenceClassification | CodeCode Available | 0 |
| A Dataset for Developing and Benchmarking Active Vision | Feb 27, 2017 | BenchmarkingGeneral Classification | —Unverified | 0 |
| Boosted Generative Models | Feb 27, 2017 | Density EstimationGeneral Classification | CodeCode Available | 0 |
| Skin Lesion Classification Using Hybrid Deep Neural Networks | Feb 27, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| McKernel: A Library for Approximate Kernel Expansions in Log-linear Time | Feb 27, 2017 | CPUGeneral Classification | CodeCode Available | 0 |
| Political Homophily in Independence Movements: Analysing and Classifying Social Media Users by National Identity | Feb 27, 2017 | General Classification | —Unverified | 0 |
| Unsupervised Sequence Classification using Sequential Output Statistics | Feb 25, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning Deep NBNN Representations for Robust Place Categorization | Feb 25, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Dirichlet-vMF Mixture Model | Feb 24, 2017 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Deep representation learning for human motion prediction and classification | Feb 24, 2017 | Action ClassificationClassification | —Unverified | 0 |
| Studying Positive Speech on Twitter | Feb 24, 2017 | General ClassificationOpinion Mining | —Unverified | 0 |
| Online Multiclass Boosting | Feb 23, 2017 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| GapTV: Accurate and Interpretable Low-Dimensional Regression and Classification | Feb 23, 2017 | Additive modelsClassification | —Unverified | 0 |
| Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings | Feb 22, 2017 | General Classification | CodeCode Available | 0 |
| BanglaLekha-Isolated: A Comprehensive Bangla Handwritten Character Dataset | Feb 22, 2017 | General ClassificationHandwriting Recognition | —Unverified | 0 |
| Ensembles of Randomized Time Series Shapelets Provide Improved Accuracy while Reducing Computational Costs | Feb 22, 2017 | ClassificationDiversity | CodeCode Available | 0 |
| Convolutional Neural Network Committees for Melanoma Classification with Classical And Expert Knowledge Based Image Transforms Data Augmentation | Feb 22, 2017 | Data AugmentationGeneral Classification | —Unverified | 0 |
| DeepCloak: Masking Deep Neural Network Models for Robustness Against Adversarial Samples | Feb 22, 2017 | General Classification | —Unverified | 0 |
| Lensless computational imaging through deep learning | Feb 22, 2017 | Deep LearningGeneral Classification | —Unverified | 0 |
| Memory Matching Networks for Genomic Sequence Classification | Feb 22, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| liquidSVM: A Fast and Versatile SVM package | Feb 22, 2017 | General ClassificationGPU | CodeCode Available | 0 |
| Mimicking Ensemble Learning with Deep Branched Networks | Feb 21, 2017 | ClassificationEnsemble Learning | —Unverified | 0 |
| Systèmes du LIA à DEFT'13 | Feb 21, 2017 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Online Representation Learning with Single and Multi-layer Hebbian Networks for Image Classification | Feb 21, 2017 | General Classificationimage-classification | —Unverified | 0 |
| Reinforcement Learning Based Argument Component Detection | Feb 21, 2017 | General Classificationreinforcement-learning | —Unverified | 0 |
| Active One-shot Learning | Feb 21, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Exemplar-Centered Supervised Shallow Parametric Data Embedding | Feb 21, 2017 | Dimensionality ReductionGeneral Classification | —Unverified | 0 |
| Algorithmes de classification et d'optimisation: participation du LIA/ADOC á DEFT'14 | Feb 21, 2017 | ArticlesGeneral Classification | —Unverified | 0 |
| Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization | Feb 21, 2017 | Author ProfilingGeneral Classification | —Unverified | 0 |
| Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification | Feb 20, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| An Extended Framework for Marginalized Domain Adaptation | Feb 20, 2017 | DenoisingDomain Adaptation | CodeCode Available | 0 |
| The importance of stain normalization in colorectal tissue classification with convolutional networks | Feb 20, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| SurvivalNet: Predicting patient survival from diffusion weighted magnetic resonance images using cascaded fully convolutional and 3D convolutional neural networks | Feb 20, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| A Survey on Deep Learning in Medical Image Analysis | Feb 19, 2017 | Deep LearningGeneral Classification | —Unverified | 0 |
| Deep learning-based assessment of tumor-associated stroma for diagnosing breast cancer in histopathology images | Feb 19, 2017 | DiagnosticGeneral Classification | —Unverified | 0 |
| On Loss Functions for Deep Neural Networks in Classification | Feb 18, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Learning to Detect Human-Object Interactions | Feb 17, 2017 | General ClassificationHuman-Object Interaction Detection | —Unverified | 0 |
| Cloud-based Deep Learning of Big EEG Data for Epileptic Seizure Prediction | Feb 17, 2017 | Brain Computer InterfaceCloud Computing | —Unverified | 0 |
| EMNIST: an extension of MNIST to handwritten letters | Feb 17, 2017 | General ClassificationImage Classification | CodeCode Available | 0 |
| Analysis and Optimization of fastText Linear Text Classifier | Feb 17, 2017 | ClassificationDeep Learning | —Unverified | 0 |
| An Empirical Bayes Approach for High Dimensional Classification | Feb 16, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Tree Ensembles with Rule Structured Horseshoe Regularization | Feb 16, 2017 | Cancer ClassificationGeneral Classification | —Unverified | 0 |
| Nearest Labelset Using Double Distances for Multi-label Classification | Feb 15, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| On Detecting Adversarial Perturbations | Feb 14, 2017 | Adversarial AttackBinary Classification | CodeCode Available | 0 |
| Design of a Time Delay Reservoir Using Stochastic Logic: A Feasibility Study | Feb 13, 2017 | General Classificationregression | —Unverified | 0 |