| Paris-Lille-3D: a large and high-quality ground truth urban point cloud dataset for automatic segmentation and classification | Nov 30, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Multivariate Time Series Classification with WEASEL+MUSE | Nov 30, 2017 | Classificationfeature selection | CodeCode Available | 0 |
| Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV) | Nov 30, 2017 | General Classificationimage-classification | CodeCode Available | 0 |
| Facial Dynamics Interpreter Network: What are the Important Relations between Local Dynamics for Facial Trait Estimation? | Nov 29, 2017 | Age EstimationGender Classification | —Unverified | 0 |
| NPC: Neighbors Progressive Competition Algorithm for Classification of Imbalanced Data Sets | Nov 29, 2017 | Decision MakingGeneral Classification | —Unverified | 0 |
| Modeling Information Flow Through Deep Neural Networks | Nov 29, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Towards Alzheimer's Disease Classification through Transfer Learning | Nov 29, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Semi-Supervised and Active Few-Shot Learning with Prototypical Networks | Nov 29, 2017 | ClusteringFew-Shot Learning | —Unverified | 0 |
| A Semantic Loss Function for Deep Learning with Symbolic Knowledge | Nov 29, 2017 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| Exploiting Nontrivial Connectivity for Automatic Speech Recognition | Nov 28, 2017 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Classification of entities via their descriptive sentences | Nov 28, 2017 | ClassificationClustering | —Unverified | 0 |
| Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation | Nov 28, 2017 | Domain AdaptationGeneral Classification | CodeCode Available | 0 |
| QCBA: Improving Rule Classifiers Learned from Quantitative Data by Recovering Information Lost by Discretisation | Nov 28, 2017 | Anomaly DetectionClassification | CodeCode Available | 0 |
| Surfacing contextual hate speech words within social media | Nov 28, 2017 | Community DetectionGeneral Classification | CodeCode Available | 0 |
| DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification | Nov 28, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Between-class Learning for Image Classification | Nov 28, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| WSNet: Compact and Efficient Networks Through Weight Sampling | Nov 28, 2017 | Audio ClassificationGeneral Classification | —Unverified | 0 |
| OSTSC: Over Sampling for Time Series Classification in R | Nov 27, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Lexical-semantic resources: yet powerful resources for automatic personality classification | Nov 27, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Distilling a Neural Network Into a Soft Decision Tree | Nov 27, 2017 | General Classification | CodeCode Available | 0 |
| DeepBrain: Functional Representation of Neural In-Situ Hybridization Images for Gene Ontology Classification Using Deep Convolutional Autoencoders | Nov 27, 2017 | DenoisingGeneral Classification | —Unverified | 0 |
| Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification | Nov 27, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Hierarchical Spatial-aware Siamese Network for Thermal Infrared Object Tracking | Nov 27, 2017 | General ClassificationObject Tracking | CodeCode Available | 0 |
| Butterfly Effect: Bidirectional Control of Classification Performance by Small Additive Perturbation | Nov 27, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Highly Efficient Human Action Recognition with Quantum Genetic Algorithm Optimized Support Vector Machine | Nov 27, 2017 | Action ClassificationAction Recognition | —Unverified | 0 |
| On the Robustness of Semantic Segmentation Models to Adversarial Attacks | Nov 27, 2017 | General Classificationimage-classification | CodeCode Available | 0 |
| Local Jet Pattern: A Robust Descriptor for Texture Classification | Nov 26, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| An Introduction to Deep Visual Explanation | Nov 26, 2017 | Deep LearningGeneral Classification | —Unverified | 0 |
| An Adaptive Strategy for Active Learning with Smooth Decision Boundary | Nov 25, 2017 | Active LearningGeneral Classification | —Unverified | 0 |
| Micro-Doppler Based Human-Robot Classification Using Ensemble and Deep Learning Approaches | Nov 25, 2017 | ClassificationGait Recognition | —Unverified | 0 |
| Persistent homology machine learning for fingerprint classification | Nov 24, 2017 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Warped-Linear Models for Time Series Classification | Nov 24, 2017 | ClassificationDynamic Time Warping | —Unverified | 0 |
| JADE: Joint Autoencoders for Dis-Entanglement | Nov 24, 2017 | DisentanglementGeneral Classification | —Unverified | 0 |
| Wasserstein Introspective Neural Networks | Nov 24, 2017 | General Classification | CodeCode Available | 0 |
| Unsupervised Domain Adaptation with Similarity Learning | Nov 24, 2017 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| Appearance-and-Relation Networks for Video Classification | Nov 24, 2017 | Action ClassificationAction Recognition | CodeCode Available | 0 |
| SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels | Nov 24, 2017 | Deep LearningGeneral Classification | CodeCode Available | 3 |
| DeepPainter: Painter Classification Using Deep Convolutional Autoencoders | Nov 23, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| End-to-End Supervised Product Quantization for Image Search and Retrieval | Nov 23, 2017 | General ClassificationImage Retrieval | —Unverified | 0 |
| Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs | Nov 23, 2017 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| A Pitfall of Unsupervised Pre-Training | Nov 23, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| ForestHash: Semantic Hashing With Shallow Random Forests and Tiny Convolutional Networks | Nov 22, 2017 | General Classificationimage-classification | —Unverified | 0 |
| 3D Point Cloud Classification and Segmentation using 3D Modified Fisher Vector Representation for Convolutional Neural Networks | Nov 22, 2017 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World | Nov 22, 2017 | DiversityGeneral Classification | —Unverified | 0 |
| Temporal 3D ConvNets: New Architecture and Transfer Learning for Video Classification | Nov 22, 2017 | Action RecognitionGeneral Classification | CodeCode Available | 1 |
| Variational Bayesian Inference For A Scale Mixture Of Normal Distributions Handling Missing Data | Nov 22, 2017 | Bayesian InferenceClassification | —Unverified | 0 |
| Safer Classification by Synthesis | Nov 22, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Context Augmentation for Convolutional Neural Networks | Nov 22, 2017 | General Classificationimage-classification | —Unverified | 0 |
| A multiobjective deep learning approach for predictive classification in Neuroblastoma | Nov 22, 2017 | ClassificationDeep Learning | —Unverified | 0 |
| Domain Generalization by Marginal Transfer Learning | Nov 21, 2017 | Domain GeneralizationGeneral Classification | CodeCode Available | 0 |