| 2kenize: Tying Subword Sequences for Chinese Script Conversion | May 7, 2020 | General ClassificationTopic Classification | CodeCode Available | 1 |
| End-to-End Lane Marker Detection via Row-wise Classification | May 6, 2020 | Autonomous DrivingGeneral Classification | CodeCode Available | 1 |
| Establishing Baselines for Text Classification in Low-Resource Languages | May 5, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| The Cascade Transformer: an Application for Efficient Answer Sentence Selection | May 5, 2020 | General ClassificationQuestion Answering | CodeCode Available | 1 |
| Multi-task pre-training of deep neural networks for digital pathology | May 5, 2020 | General ClassificationMulti-Task Learning | CodeCode Available | 1 |
| Classification-Based Anomaly Detection for General Data | May 5, 2020 | Anomaly DetectionClassification | CodeCode Available | 1 |
| MorphoCluster: Efficient Annotation of Plankton images by Clustering | May 4, 2020 | 16kClustering | CodeCode Available | 1 |
| Graph Homomorphism Convolution | May 3, 2020 | General ClassificationGraph Classification | CodeCode Available | 1 |
| Offensive language detection in Arabic using ULMFiT | May 1, 2020 | General ClassificationLanguage Modeling | CodeCode Available | 1 |
| VICTOR: a Dataset for Brazilian Legal Documents Classification | May 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Universal Adversarial Attacks with Natural Triggers for Text Classification | May 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Training a Broad-Coverage German Sentiment Classification Model for Dialog Systems | May 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| User-Guided Aspect Classification for Domain-Specific Texts | Apr 30, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A Fast 3D CNN for Hyperspectral Image Classification | Apr 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Packet2Vec: Utilizing Word2Vec for Feature Extraction in Packet Data | Apr 29, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Machine Learning Methods for Brain Network Classification: Application to Autism Diagnosis using Cortical Morphological Networks | Apr 28, 2020 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Automated detection of COVID-19 cases using deep neural networks with X-ray images | Apr 28, 2020 | Binary ClassificationCOVID-19 Diagnosis | CodeCode Available | 1 |
| Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated Learning | Apr 27, 2020 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 |
| On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification | Apr 27, 2020 | Discourse ParsingGeneral Classification | CodeCode Available | 1 |
| MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization | Apr 26, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Federated Transfer Learning for EEG Signal Classification | Apr 26, 2020 | ClassificationDomain Adaptation | CodeCode Available | 1 |
| MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification | Apr 25, 2020 | ClassificationData Augmentation | CodeCode Available | 1 |
| Why an Android App is Classified as Malware? Towards Malware Classification Interpretation | Apr 24, 2020 | Android Malware DetectionClassification | CodeCode Available | 1 |
| The Plant Pathology 2020 challenge dataset to classify foliar disease of apples | Apr 24, 2020 | ClassificationFine-Grained Visual Categorization | CodeCode Available | 1 |
| DeepMerge: Classifying High-redshift Merging Galaxies with Deep Neural Networks | Apr 24, 2020 | General ClassificationVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| PipeNet: Selective Modal Pipeline of Fusion Network for Multi-Modal Face Anti-Spoofing | Apr 24, 2020 | Face Anti-SpoofingGeneral Classification | CodeCode Available | 1 |
| AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification | Apr 21, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Tensor Networks for Medical Image Classification | Apr 21, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer | Apr 20, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| New Metrics Between Rational Spectra and their Connection to Optimal Transport | Apr 20, 2020 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Towards Understanding Normalization in Neural ODEs | Apr 20, 2020 | General Classification | CodeCode Available | 1 |
| ESResNet: Environmental Sound Classification Based on Visual Domain Models | Apr 15, 2020 | ClassificationEnvironmental Sound Classification | CodeCode Available | 1 |
| SPECTER: Document-level Representation Learning using Citation-informed Transformers | Apr 15, 2020 | Citation PredictionDocument Classification | CodeCode Available | 1 |
| JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation | Apr 15, 2020 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 |
| A Framework for Enhancing Deep Neural Networks Against Adversarial Malware | Apr 15, 2020 | General ClassificationMalware Classification | CodeCode Available | 1 |
| Melanoma Detection using Adversarial Training and Deep Transfer Learning | Apr 14, 2020 | General ClassificationImage Generation | CodeCode Available | 1 |
| Melanoma Detection using Adversarial Training and Deep Transfer Learning | Apr 14, 2020 | Conditional Image GenerationGeneral Classification | CodeCode Available | 1 |
| Learning from Aggregate Observations | Apr 14, 2020 | Binary ClassificationClassification | CodeCode Available | 1 |
| Multi-source Attention for Unsupervised Domain Adaptation | Apr 14, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| Uncertainty estimation for classification and risk prediction on medical tabular data | Apr 13, 2020 | General Classification | CodeCode Available | 1 |
| VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification | Apr 12, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network | Apr 11, 2020 | ArticlesClassification | CodeCode Available | 1 |
| k-Nearest Neighbour Classifiers: 2nd Edition (with Python examples) | Apr 9, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Dendrite Net: A White-Box Module for Classification, Regression, and System Identification | Apr 8, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| The Russian Drug Reaction Corpus and Neural Models for Drug Reactions and Effectiveness Detection in User Reviews | Apr 7, 2020 | General Classificationnamed-entity-recognition | CodeCode Available | 1 |
| Deep Learning Based Text Classification: A Comprehensive Review | Apr 6, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection | Apr 4, 2020 | ClassificationDecision Making | CodeCode Available | 1 |
| Gradient Centralization: A New Optimization Technique for Deep Neural Networks | Apr 3, 2020 | Fine-Grained Image ClassificationGeneral Classification | CodeCode Available | 1 |
| Hierarchical Image Classification using Entailment Cone Embeddings | Apr 2, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Supervised Learning with Quantum Measurements | Apr 2, 2020 | Bayesian InferenceGeneral Classification | CodeCode Available | 1 |
