| Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture | Mar 17, 2017 | General ClassificationQuestion Answering | —Unverified | 0 |
| Modeling Relational Data with Graph Convolutional Networks | Mar 17, 2017 | DecoderGeneral Classification | CodeCode Available | 1 |
| Shift Aggregate Extract Networks | Mar 16, 2017 | General ClassificationGraph Classification | —Unverified | 0 |
| Adaptivity to Noise Parameters in Nonparametric Active Learning | Mar 16, 2017 | Active LearningGeneral Classification | —Unverified | 0 |
| From visual words to a visual grammar: using language modelling for image classification | Mar 16, 2017 | General Classificationimage-classification | —Unverified | 0 |
| Convolutional Neural Network on Three Orthogonal Planes for Dynamic Texture Classification | Mar 16, 2017 | General ClassificationRetrieval | —Unverified | 0 |
| Classification of COPD with Multiple Instance Learning | Mar 15, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Transfer Learning for Melanoma Detection: Participation in ISIC 2017 Skin Lesion Classification Challenge | Mar 15, 2017 | General Classificationimage-classification | —Unverified | 0 |
| Random Forests and VGG-NET: An Algorithm for the ISIC 2017 Skin Lesion Classification Challenge | Mar 15, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| Sparse Named Entity Classification using Factorization Machines | Mar 15, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Prototypical Networks for Few-shot Learning | Mar 15, 2017 | Category-Agnostic Pose EstimationFew-Shot Image Classification | CodeCode Available | 2 |
| Convolutional Low-Resolution Fine-Grained Classification | Mar 15, 2017 | ClassificationFine-Grained Image Classification | —Unverified | 0 |
| Classification in biological networks with hypergraphlet kernels | Mar 14, 2017 | ClassificationEdge Classification | —Unverified | 0 |
| Fully Convolutional Neural Networks to Detect Clinical Dermoscopic Features | Mar 14, 2017 | General ClassificationImage Classification | —Unverified | 0 |
| On the benefits of output sparsity for multi-label classification | Mar 14, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Neural Graph Machines: Learning Neural Networks Using Graphs | Mar 14, 2017 | Document ClassificationGeneral Classification | —Unverified | 0 |
| RECOD Titans at ISIC Challenge 2017 | Mar 14, 2017 | General ClassificationLesion Segmentation | CodeCode Available | 0 |
| Audio Scene Classification with Deep Recurrent Neural Networks | Mar 14, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Deep Learning for Skin Lesion Classification | Mar 13, 2017 | ClassificationDeep Learning | —Unverified | 0 |
| Comparison of echo state network output layer classification methods on noisy data | Mar 13, 2017 | Event DetectionGeneral Classification | —Unverified | 0 |
| Improving LBP and its variants using anisotropic diffusion | Mar 13, 2017 | General ClassificationTexture Classification | —Unverified | 0 |
| Continual Learning Through Synaptic Intelligence | Mar 13, 2017 | Computational EfficiencyContinual Learning | CodeCode Available | 0 |
| Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs | Mar 13, 2017 | General ClassificationImage Segmentation | CodeCode Available | 0 |
| A Pitfall of Unsupervised Pre-Training | Mar 13, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Evaluating Deep Convolutional Neural Networks for Material Classification | Mar 12, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Prostate Cancer Diagnosis using Deep Learning with 3D Multiparametric MRI | Mar 12, 2017 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 |
| A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation | Mar 12, 2017 | ClassificationDomain Adaptation | —Unverified | 0 |
| Segmentation of skin lesions based on fuzzy classification of pixels and histogram thresholding | Mar 11, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Image Classification of Melanoma, Nevus and Seborrheic Keratosis by Deep Neural Network Ensemble | Mar 9, 2017 | General Classificationimage-classification | CodeCode Available | 0 |
| A Structured Self-attentive Sentence Embedding | Mar 9, 2017 | Author ProfilingGeneral Classification | CodeCode Available | 1 |
| Deep Learning applied to NLP | Mar 9, 2017 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks | Mar 9, 2017 | Category-Agnostic Pose EstimationFew-Shot Image Classification | CodeCode Available | 1 |
| Don't Fear the Bit Flips: Optimized Coding Strategies for Binary Classification | Mar 8, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Fast Gesture Recognition with Multiple Stream Discrete HMMs on 3D Skeletons | Mar 8, 2017 | AllClassification | —Unverified | 0 |
| A Pursuit of Temporal Accuracy in General Activity Detection | Mar 8, 2017 | Action DetectionActivity Detection | CodeCode Available | 0 |
| Large-scale image analysis using docker sandboxing | Mar 7, 2017 | General ClassificationRetrieval | —Unverified | 0 |
| Object classification in images of Neoclassical furniture using Deep Learning | Mar 7, 2017 | ClassificationDeep Learning | —Unverified | 0 |
| Leveraging Large Amounts of Weakly Supervised Data for Multi-Language Sentiment Classification | Mar 7, 2017 | General ClassificationLanguage Modeling | CodeCode Available | 0 |
| Sharing Residual Units Through Collective Tensor Factorization in Deep Neural Networks | Mar 7, 2017 | General Classification | CodeCode Available | 0 |
| Using Deep Learning Method for Classification: A Proposed Algorithm for the ISIC 2017 Skin Lesion Classification Challenge | Mar 7, 2017 | ClassificationDiagnostic | —Unverified | 0 |
| Model-Based Multiple Instance Learning | Mar 7, 2017 | ClusteringDecision Making | —Unverified | 0 |
| Global Weisfeiler-Lehman Graph Kernels | Mar 7, 2017 | General ClassificationGraph Classification | CodeCode Available | 0 |
| Texture Classification of MR Images of the Brain in ALS using CoHOG | Mar 7, 2017 | General ClassificationSpecificity | —Unverified | 0 |
| Performing Stance Detection on Twitter Data using Computational Linguistics Techniques | Mar 6, 2017 | General ClassificationStance Detection | —Unverified | 0 |
| High-Resolution Multispectral Dataset for Semantic Segmentation | Mar 6, 2017 | General ClassificationSemantic Segmentation | —Unverified | 0 |
| Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for the Diagnosis of Skin Lesions | Mar 6, 2017 | General ClassificationLesion Classification | CodeCode Available | 0 |
| Computational Eco-Systems for Handwritten Digits Recognition | Mar 6, 2017 | BIG-bench Machine LearningDiversity | —Unverified | 0 |
| Generative and Discriminative Text Classification with Recurrent Neural Networks | Mar 6, 2017 | ClassificationContinual Learning | CodeCode Available | 1 |
| Multi-Level and Multi-Scale Feature Aggregation Using Pre-trained Convolutional Neural Networks for Music Auto-tagging | Mar 6, 2017 | General Classificationimage-classification | CodeCode Available | 0 |
| Evaluating Graph Signal Processing for Neuroimaging Through Classification and Dimensionality Reduction | Mar 6, 2017 | Dimensionality ReductionFunctional Connectivity | —Unverified | 0 |