| A Neural Few-Shot Text Classification Reality Check | Jan 28, 2021 | ClassificationFew-Shot Text Classification | CodeCode Available | 1 | 5 |
| Denoising Adversarial Autoencoders | Mar 3, 2017 | DenoisingGeneral Classification | CodeCode Available | 1 | 5 |
| An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction | Sep 4, 2019 | BenchmarkingGeneral Classification | CodeCode Available | 1 | 5 |
| Dense Label Encoding for Boundary Discontinuity Free Rotation Detection | Nov 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A new Backdoor Attack in CNNs by training set corruption without label poisoning | Feb 12, 2019 | Backdoor AttackGeneral Classification | CodeCode Available | 1 | 5 |
| An evidential classifier based on Dempster-Shafer theory and deep learning | Mar 25, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Classification Calibration for Long-tail Instance Segmentation | Oct 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning | Mar 9, 2020 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Diffusion Mechanism in Residual Neural Network: Theory and Applications | May 7, 2021 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Directional Statistics-based Deep Metric Learning for Image Classification and Retrieval | Feb 27, 2018 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| Discrete Latent Variable Representations for Low-Resource Text Classification | Jun 11, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| DiscSense: Automated Semantic Analysis of Discourse Markers | Jun 2, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Distilling Visual Priors from Self-Supervised Learning | Aug 1, 2020 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Distribution Alignment: A Unified Framework for Long-tail Visual Recognition | Mar 30, 2021 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced Scenarios | Mar 24, 2021 | ClusteringGeneral Classification | CodeCode Available | 1 | 5 |
| Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification | Dec 1, 2020 | 3D ArchitectureAction Recognition | CodeCode Available | 1 | 5 |
| DocSCAN: Unsupervised Text Classification via Learning from Neighbors | May 9, 2021 | ClassificationClustering | CodeCode Available | 1 | 5 |
| Document Classification for COVID-19 Literature | Jun 15, 2020 | ArticlesClassification | CodeCode Available | 1 | 5 |
| Adversarially-Trained Deep Nets Transfer Better: Illustration on Image Classification | Jul 11, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification | Dec 9, 2020 | Anomaly DetectionAtrial Fibrillation Detection | CodeCode Available | 1 | 5 |
| Anonymous Walk Embeddings | May 30, 2018 | General ClassificationGraph Classification | CodeCode Available | 1 | 5 |
| Domain-Adversarial Training of Neural Networks | May 28, 2015 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning | Jun 6, 2015 | Bayesian InferenceDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning | Nov 17, 2020 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Dynamic Image for 3D MRI Image Alzheimer's Disease Classification | Nov 30, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Early-Learning Regularization Prevents Memorization of Noisy Labels | Jun 30, 2020 | General ClassificationImage Classification | CodeCode Available | 1 | 5 |
| A Comparison of 1-D and 2-D Deep Convolutional Neural Networks in ECG Classification | Oct 16, 2018 | ECG ClassificationElectrocardiography (ECG) | CodeCode Available | 1 | 5 |
| Circumventing Outliers of AutoAugment with Knowledge Distillation | Mar 25, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 | 5 |
| An Unsupervised Autoregressive Model for Speech Representation Learning | Apr 5, 2019 | General Classificationmodel | CodeCode Available | 1 | 5 |
| EEG-Inception: An Accurate and Robust End-to-End Neural Network for EEG-based Motor Imagery Classification | Jan 24, 2021 | Brain Computer InterfaceClassification | CodeCode Available | 1 | 5 |
| An Open-source Tool for Hyperspectral Image Augmentation in Tensorflow | Mar 30, 2020 | Data AugmentationDeep Learning | CodeCode Available | 1 | 5 |
| Adversarial Attacks on Time Series | Feb 27, 2019 | ClassificationDynamic Time Warping | CodeCode Available | 1 | 5 |
| Efficient Graph Deep Learning in TensorFlow with tf_geometric | Jan 27, 2021 | Deep LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Adversarial Autoencoders | Nov 18, 2015 | ClusteringData Visualization | CodeCode Available | 1 | 5 |
| Dendrite Net: A White-Box Module for Classification, Regression, and System Identification | Apr 8, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence Information | Jan 25, 2021 | ClassificationDrug–drug Interaction Extraction | CodeCode Available | 1 | 5 |
| A pipeline for fair comparison of graph neural networks in node classification tasks | Dec 19, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 | 5 |
| AP-Loss for Accurate One-Stage Object Detection | Aug 17, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification | Nov 12, 2018 | DecoderGeneral Classification | CodeCode Available | 1 | 5 |
| End-to-End Physics Event Classification with CMS Open Data: Applying Image-Based Deep Learning to Detector Data for the Direct Classification of Collision Events at the LHC | Jul 31, 2018 | General Classification | CodeCode Available | 1 | 5 |
| A Framework for Enhancing Deep Neural Networks Against Adversarial Malware | Apr 15, 2020 | General ClassificationMalware Classification | CodeCode Available | 1 | 5 |
| Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning | Sep 17, 2018 | General ClassificationLung Cancer Diagnosis | CodeCode Available | 1 | 5 |
| Adversarial Deep Network Embedding for Cross-network Node Classification | Feb 18, 2020 | ClassificationDomain Adaptation | CodeCode Available | 1 | 5 |
| A Practioner's Guide to Evaluating Entity Resolution Results | Sep 14, 2015 | ClusteringEntity Resolution | CodeCode Available | 1 | 5 |
| Equality of Opportunity in Supervised Learning | Oct 7, 2016 | AttributeGeneral Classification | CodeCode Available | 1 | 5 |
| Adversarial Discriminative Domain Adaptation | Feb 17, 2017 | Domain AdaptationGeneral Classification | CodeCode Available | 1 | 5 |
| A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection | Sep 28, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification | Apr 1, 2021 | General ClassificationTransfer Learning | CodeCode Available | 1 | 5 |
| Evaluating surgical skills from kinematic data using convolutional neural networks | Jun 7, 2018 | General ClassificationSkills Assessment | CodeCode Available | 1 | 5 |
| ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases | May 5, 2017 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
