| DiagSet: a dataset for prostate cancer histopathological image classification | May 9, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| DialogueRNN: An Attentive RNN for Emotion Detection in Conversations | Nov 1, 2018 | Emotion ClassificationEmotion Recognition in Conversation | CodeCode Available | 1 |
| Adversarial examples for generative models | Feb 22, 2017 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Diffusion Mechanism in Residual Neural Network: Theory and Applications | May 7, 2021 | Binary ClassificationClassification | CodeCode Available | 1 |
| Anonymous Walk Embeddings | May 30, 2018 | General ClassificationGraph Classification | CodeCode Available | 1 |
| Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model | Jul 12, 2020 | DecoderGeneral Classification | CodeCode Available | 1 |
| Distribution Alignment: A Unified Framework for Long-tail Visual Recognition | Mar 30, 2021 | General Classificationimage-classification | CodeCode Available | 1 |
| Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets | Jul 19, 2020 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification | Dec 1, 2020 | 3D ArchitectureAction Recognition | CodeCode Available | 1 |
| DocBERT: BERT for Document Classification | Apr 17, 2019 | ClassificationDocument Classification | CodeCode Available | 1 |
| Document Classification for COVID-19 Literature | Jun 15, 2020 | ArticlesClassification | CodeCode Available | 1 |
| Adversarial Feature Augmentation and Normalization for Visual Recognition | Mar 22, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks | Jul 31, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 |
| Domain-Adversarial Training of Neural Networks | May 28, 2015 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification | Oct 5, 2020 | ClassificationEntity Typing | CodeCode Available | 1 |
| Conditional Positional Encodings for Vision Transformers | Feb 22, 2021 | AutoMLClassification | CodeCode Available | 1 |
| Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning | Jun 6, 2015 | Bayesian InferenceDeep Reinforcement Learning | CodeCode Available | 1 |
| Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning | Nov 17, 2020 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Dynamic Image for 3D MRI Image Alzheimer's Disease Classification | Nov 30, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Early-Learning Regularization Prevents Memorization of Noisy Labels | Jun 30, 2020 | General ClassificationImage Classification | CodeCode Available | 1 |
| EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces | May 31, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Efficient Set-Valued Prediction in Multi-Class Classification | Jun 19, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification | Aug 2, 2020 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Efficient Graph Deep Learning in TensorFlow with tf_geometric | Jan 27, 2021 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| 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 |
| Embedding Propagation: Smoother Manifold for Few-Shot Classification | Mar 9, 2020 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 |
| Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification | Jun 9, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| End-to-end Deep Learning from Raw Sensor Data: Atrial Fibrillation Detection using Wearables | Jul 27, 2018 | Atrial Fibrillation DetectionFeature Engineering | CodeCode Available | 1 |
| An Empirical Study of Example Forgetting during Deep Neural Network Learning | Dec 12, 2018 | General Classification | CodeCode Available | 1 |
| Adversarially-Trained Deep Nets Transfer Better: Illustration on Image Classification | Jul 11, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| 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 |
| Enhancement of Short Text Clustering by Iterative Classification | Jan 31, 2020 | ClassificationClustering | CodeCode Available | 1 |
| Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation | Dec 9, 2020 | General ClassificationOut-of-Distribution Detection | CodeCode Available | 1 |
| Epileptic Seizure Classification with Symmetric and Hybrid Bilinear Models | Jan 15, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| A Computational Approach to Packet Classification | Feb 10, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Equality of Opportunity in Supervised Learning | Oct 7, 2016 | AttributeGeneral Classification | CodeCode Available | 1 |
| Evaluating surgical skills from kinematic data using convolutional neural networks | Jun 7, 2018 | General ClassificationSkills Assessment | CodeCode Available | 1 |
| Evaluating the visualization of what a Deep Neural Network has learned | Sep 21, 2015 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Evidential Deep Learning to Quantify Classification Uncertainty | Jun 5, 2018 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Adversarial Policy Gradient for Deep Learning Image Augmentation | Sep 9, 2019 | ClassificationDeep Learning | CodeCode Available | 1 |
| Adversarial Reciprocal Points Learning for Open Set Recognition | Mar 1, 2021 | General ClassificationOpen Set Learning | CodeCode Available | 1 |
| Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification | Jan 17, 2020 | General ClassificationOut-of-Distribution Detection | CodeCode Available | 1 |
| Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time Intervals | Nov 23, 2020 | Explainable ModelsGeneral Classification | CodeCode Available | 1 |
| Explaining Predictions of Non-Linear Classifiers in NLP | Jun 23, 2016 | General Classificationimage-classification | 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 |
| Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network | Feb 22, 2020 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 1 |
| Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images | Jun 3, 2020 | COVID-19 DiagnosisGeneral Classification | CodeCode Available | 1 |
| Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers | Mar 2, 2020 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| Fair and Optimal Classification via Post-Processing | Nov 3, 2022 | AttributeClassification | CodeCode Available | 1 |
| An End-to-End Architecture for Keyword Spotting and Voice Activity Detection | Nov 28, 2016 | Action DetectionActivity Detection | CodeCode Available | 1 |