| RawNet: Advanced end-to-end deep neural network using raw waveforms for text-independent speaker verification | Apr 17, 2019 | ClassificationData Augmentation | CodeCode Available | 1 |
| Text Classification Algorithms: A Survey | Apr 17, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Neural Message Passing for Multi-Label Classification | Apr 17, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Convolutional Neural Networks for Classification of Alzheimer's Disease: Overview and Reproducible Evaluation | Apr 16, 2019 | General ClassificationModel Selection | CodeCode Available | 1 |
| Counterfactual Visual Explanations | Apr 16, 2019 | counterfactualGeneral Classification | CodeCode Available | 1 |
| Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization | Apr 15, 2019 | Fine-Grained Visual RecognitionGeneral Classification | CodeCode Available | 1 |
| Towards Accurate One-Stage Object Detection with AP-Loss | Apr 12, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| wav2vec: Unsupervised Pre-training for Speech Recognition | Apr 11, 2019 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| Large-Scale Long-Tailed Recognition in an Open World | Apr 10, 2019 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| A Closer Look at Few-shot Classification | Apr 8, 2019 | Domain GeneralizationFew-Shot Learning | CodeCode Available | 1 |
| Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics | Apr 7, 2019 | Action RecognitionGeneral Classification | CodeCode Available | 1 |
| An Unsupervised Autoregressive Model for Speech Representation Learning | Apr 5, 2019 | General Classificationmodel | CodeCode Available | 1 |
| Template-Based Automatic Search of Compact Semantic Segmentation Architectures | Apr 4, 2019 | General ClassificationHoldout Set | CodeCode Available | 1 |
| Hyperbolic Image Embeddings | Apr 3, 2019 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 |
| Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems | Mar 29, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| SciBERT: A Pretrained Language Model for Scientific Text | Mar 26, 2019 | Citation Intent ClassificationDependency Parsing | CodeCode Available | 1 |
| Benchmarking Natural Language Understanding Services for building Conversational Agents | Mar 13, 2019 | BenchmarkingGeneral Classification | CodeCode Available | 1 |
| Manifold Mixup improves text recognition with CTC loss | Mar 11, 2019 | Data AugmentationGeneral Classification | CodeCode Available | 1 |
| Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples | Mar 7, 2019 | Few-Shot Image ClassificationGeneral Classification | CodeCode Available | 1 |
| BERT for Joint Intent Classification and Slot Filling | Feb 28, 2019 | General Classificationintent-classification | CodeCode Available | 1 |
| Insights into LSTM Fully Convolutional Networks for Time Series Classification | Feb 27, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Adversarial Attacks on Time Series | Feb 27, 2019 | ClassificationDynamic Time Warping | CodeCode Available | 1 |
| Induction Networks for Few-Shot Text Classification | Feb 27, 2019 | Few-Shot Text ClassificationGeneral Classification | CodeCode Available | 1 |
| EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs | Feb 26, 2019 | Dynamic Link PredictionEdge Classification | CodeCode Available | 1 |
| End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data | Feb 21, 2019 | General Classification | CodeCode Available | 1 |
| Wasserstein Adversarial Examples via Projected Sinkhorn Iterations | Feb 21, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| DeepBall: Deep Neural-Network Ball Detector | Feb 19, 2019 | General ClassificationObject | CodeCode Available | 1 |
| A new Backdoor Attack in CNNs by training set corruption without label poisoning | Feb 12, 2019 | Backdoor AttackGeneral Classification | CodeCode Available | 1 |
| Skin Lesion Synthesis with Generative Adversarial Networks | Feb 8, 2019 | Cancer ClassificationGeneral Classification | CodeCode Available | 1 |
| Variational Recurrent Neural Networks for Graph Classification | Feb 7, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks | Jan 29, 2019 | Action RecognitionGeneral Classification | CodeCode Available | 1 |
| catch22: CAnonical Time-series CHaracteristics | Jan 29, 2019 | ClassificationClustering | CodeCode Available | 1 |
| Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting | Jan 27, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification | Jan 26, 2019 | Data AugmentationFine-Grained Image Classification | CodeCode Available | 1 |
| One-Class Convolutional Neural Network | Jan 24, 2019 | Anomaly DetectionGeneral Classification | CodeCode Available | 1 |
| Theoretically Principled Trade-off between Robustness and Accuracy | Jan 24, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| CTCModel: a Keras Model for Connectionist Temporal Classification | Jan 23, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Rank consistent ordinal regression for neural networks with application to age estimation | Jan 20, 2019 | Age And Gender ClassificationAge Estimation | CodeCode Available | 1 |
| Music Artist Classification with Convolutional Recurrent Neural Networks | Jan 14, 2019 | Artist classificationClassification | CodeCode Available | 1 |
| A Machine Learning Benchmark for Facies Classification | Jan 12, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Visualizing Deep Similarity Networks | Jan 2, 2019 | General Classification | CodeCode Available | 1 |
| On Minimum Discrepancy Estimation for Deep Domain Adaptation | Jan 2, 2019 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| Reproducible evaluation of diffusion MRI features for automatic classification of patients with Alzheimers disease | Dec 28, 2018 | ClassificationDiffusion MRI | CodeCode Available | 1 |
| Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images | Dec 19, 2018 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology Images | Dec 16, 2018 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Why ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problem | Dec 13, 2018 | General Classification | CodeCode Available | 1 |
| An Empirical Study of Example Forgetting during Deep Neural Network Learning | Dec 12, 2018 | General Classification | CodeCode Available | 1 |
| SlowFast Networks for Video Recognition | Dec 10, 2018 | Action ClassificationAction Detection | CodeCode Available | 1 |
| Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions | Dec 10, 2018 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Harmonic Networks: Integrating Spectral Information into CNNs | Dec 7, 2018 | General Classification | CodeCode Available | 1 |
