| Incremental learning for the detection and classification of GAN-generated images | Oct 3, 2019 | Face GenerationGeneral Classification | CodeCode Available | 1 |
| Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network | Sep 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A few filters are enough: Convolutional Neural Network for P300 Detection | Sep 16, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification | Sep 13, 2019 | Federated LearningGeneral Classification | CodeCode Available | 1 |
| InceptionTime: Finding AlexNet for Time Series Classification | Sep 11, 2019 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Adversarial Policy Gradient for Deep Learning Image Augmentation | Sep 9, 2019 | ClassificationDeep Learning | CodeCode Available | 1 |
| Self-paced Ensemble for Highly Imbalanced Massive Data Classification | Sep 8, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Improved Hierarchical Patient Classification with Language Model Pretraining over Clinical Notes | Sep 6, 2019 | General ClassificationLanguage Modeling | CodeCode Available | 1 |
| Supervised Multimodal Bitransformers for Classifying Images and Text | Sep 6, 2019 | General ClassificationNatural Language Inference | CodeCode Available | 1 |
| Receptive-field-regularized CNN variants for acoustic scene classification | Sep 5, 2019 | Acoustic Scene ClassificationClassification | CodeCode Available | 1 |
| An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction | Sep 4, 2019 | BenchmarkingGeneral Classification | CodeCode Available | 1 |
| Neural Attentive Bag-of-Entities Model for Text Classification | Sep 3, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Graph Convolutional Networks for Road Networks | Aug 30, 2019 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| Learning Filter Basis for Convolutional Neural Network Compression | Aug 23, 2019 | General Classificationimage-classification | CodeCode Available | 1 |
| LoRAS: An oversampling approach for imbalanced datasets | Aug 22, 2019 | General Classification | CodeCode Available | 1 |
| Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification | Aug 17, 2019 | Cancer ClassificationClassification | CodeCode Available | 1 |
| Few-shot Text Classification with Distributional Signatures | Aug 16, 2019 | ClassificationFew-Shot Text Classification | CodeCode Available | 1 |
| Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data | Aug 13, 2019 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 1 |
| Model Agnostic Defence against Backdoor Attacks in Machine Learning | Aug 6, 2019 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| The HSIC Bottleneck: Deep Learning without Back-Propagation | Aug 5, 2019 | ClassificationDeep Learning | CodeCode Available | 1 |
| PointHop: An Explainable Machine Learning Method for Point Cloud Classification | Jul 30, 2019 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment | Jul 27, 2019 | Adversarial TextGeneral Classification | CodeCode Available | 1 |
| DropEdge: Towards Deep Graph Convolutional Networks on Node Classification | Jul 25, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Node Attribute Generation on Graphs | Jul 23, 2019 | AttributeData Augmentation | CodeCode Available | 1 |
| Efficient Pipeline for Camera Trap Image Review | Jul 15, 2019 | General Classification | CodeCode Available | 1 |
| Financial Time Series Data Processing for Machine Learning | Jul 3, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification | Jul 3, 2019 | Acoustic Scene ClassificationGeneral Classification | CodeCode Available | 1 |
| Deep Instance-Level Hard Negative Mining Model for Histopathology Images | Jun 24, 2019 | General ClassificationMultiple Instance Learning | CodeCode Available | 1 |
| Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles | Jun 20, 2019 | Aerial Scene ClassificationGeneral Classification | CodeCode Available | 1 |
| Efficient Set-Valued Prediction in Multi-Class Classification | Jun 19, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes | Jun 18, 2019 | Active LearningContinual Learning | CodeCode Available | 1 |
| Presence-Only Geographical Priors for Fine-Grained Image Classification | Jun 12, 2019 | ClassificationFine-Grained Image Classification | CodeCode Available | 1 |
| Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification | Jun 9, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Risky Action Recognition in Lane Change Video Clips using Deep Spatiotemporal Networks with Segmentation Mask Transfer | Jun 7, 2019 | Action RecognitionGeneral Classification | CodeCode Available | 1 |
| GIBBONFINDR: An R package for the detection and classification of acoustic signals | Jun 6, 2019 | Acoustic ModellingBIG-bench Machine Learning | CodeCode Available | 1 |
| Semi-supervised semantic segmentation needs strong, varied perturbations | Jun 5, 2019 | General ClassificationSegmentation | CodeCode Available | 1 |
| Variational Pretraining for Semi-supervised Text Classification | Jun 5, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Large-Scale Multi-Label Text Classification on EU Legislation | Jun 5, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Zero-Shot Semantic Segmentation | Jun 3, 2019 | General ClassificationSegmentation | CodeCode Available | 1 |
| Destruction and Construction Learning for Fine-Grained Image Recognition | Jun 1, 2019 | ClassificationFine-Grained Image Classification | CodeCode Available | 1 |
| Learning Robust Global Representations by Penalizing Local Predictive Power | May 29, 2019 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| EEG-based Emotional Video Classification via Learning Connectivity Structure | May 28, 2019 | ClassificationEEG | CodeCode Available | 1 |
| Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks | May 27, 2019 | General Classificationimage-classification | CodeCode Available | 1 |
| Combating Label Noise in Deep Learning Using Abstention | May 27, 2019 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Generative Imputation and Stochastic Prediction | May 22, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| How to Fine-Tune BERT for Text Classification? | May 14, 2019 | General ClassificationLanguage Modeling | CodeCode Available | 1 |
| Billion-scale semi-supervised learning for image classification | May 2, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Interpretable multiclass classification by MDL-based rule lists | May 1, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Adversarial Training for Free! | Apr 29, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| DocBERT: BERT for Document Classification | Apr 17, 2019 | ClassificationDocument Classification | CodeCode Available | 1 |
