| DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning | Oct 9, 2018 | ClassificationDeep Learning | CodeCode Available | 1 |
| Spontaneous Facial Expression Recognition using Sparse Representation | Sep 30, 2018 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| Finding Good Representations of Emotions for Text Classification | Aug 22, 2018 | Abusive LanguageClassification | —Unverified | 0 |
| Optimal Clustering under Uncertainty | Jun 2, 2018 | Clusteringparameter estimation | —Unverified | 0 |
| Weakly Supervised Coupled Networks for Visual Sentiment Analysis | Jun 1, 2018 | General ClassificationRobust classification | CodeCode Available | 0 |
| Towards the first adversarially robust neural network model on MNIST | May 23, 2018 | Adversarial RobustnessBinarization | CodeCode Available | 0 |
| Robust Classification with Convolutional Prototype Learning | May 9, 2018 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Detecting Multi-Oriented Text with Corner-based Region Proposals | Apr 8, 2018 | Data AugmentationRobust classification | CodeCode Available | 1 |
| Event-based Vision meets Deep Learning on Steering Prediction for Self-driving Cars | Apr 4, 2018 | ClassificationEvent-based vision | —Unverified | 0 |
| HATS: Histograms of Averaged Time Surfaces for Robust Event-based Object Classification | Mar 21, 2018 | Autonomous VehiclesClassification | CodeCode Available | 0 |
| An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier | Feb 28, 2018 | EMG Gesture RecognitionGeneral Classification | CodeCode Available | 0 |
| A Hilbert Space of Stationary Ergodic Processes | Jan 25, 2018 | ClusteringRobust classification | —Unverified | 0 |
| A graph-embedded deep feedforward network for disease outcome classification and feature selection using gene expression data | Jan 18, 2018 | Classificationfeature selection | CodeCode Available | 0 |
| Mapping distinct timescales of functional interactions among brain networks | Dec 1, 2017 | Functional ConnectivityRobust classification | —Unverified | 0 |
| A generalised framework for detailed classification of swimming paths inside the Morris Water Maze | Nov 20, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| A Fast and Robust TSVM for Pattern Classification | Nov 15, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Decoding visemes: improving machine lipreading | Oct 3, 2017 | ClusteringGeneral Classification | —Unverified | 0 |
| Towards Deep Learning Models Resistant to Adversarial Attacks | Jun 19, 2017 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy Labels | May 4, 2017 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| On the use of convolutional neural networks for robust classification of multiple fingerprint captures | Mar 21, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Robust Classification of Graph-Based Data | Dec 21, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Robust training on approximated minimal-entropy set | Oct 21, 2016 | Anomaly DetectionGeneral Classification | —Unverified | 0 |
| Spatial Context based Angular Information Preserving Projection for Hyperspectral Image Classification | Jul 15, 2016 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Estimating the class prior and posterior from noisy positives and unlabeled data | Jun 28, 2016 | ClassificationDensity Estimation | —Unverified | 0 |
| Specialized Support Vector Machines for Open-set Recognition | Jun 13, 2016 | General ClassificationOpen Set Learning | —Unverified | 0 |
