| Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning | Mar 9, 2020 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 | 5 |
| From Parity to Preference-based Notions of Fairness in Classification | Jun 30, 2017 | ClassificationDecision Making | CodeCode Available | 1 | 5 |
| DocBERT: BERT for Document Classification | Apr 17, 2019 | ClassificationDocument Classification | CodeCode Available | 1 | 5 |
| DocSCAN: Unsupervised Text Classification via Learning from Neighbors | May 9, 2021 | ClassificationClustering | CodeCode Available | 1 | 5 |
| Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization | Sep 27, 2020 | ClassificationDomain Generalization | CodeCode Available | 1 | 5 |
| Conditional Positional Encodings for Vision Transformers | Feb 22, 2021 | AutoMLClassification | CodeCode Available | 1 | 5 |
| DropClass and DropAdapt: Dropping classes for deep speaker representation learning | Feb 2, 2020 | General ClassificationRepresentation Learning | 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 |
| Inductive and Transductive Few-Shot Video Classification via Appearance and Temporal Alignments | Jul 21, 2022 | General ClassificationVideo Classification | CodeCode Available | 1 | 5 |
| Early-Learning Regularization Prevents Memorization of Noisy Labels | Jun 30, 2020 | General ClassificationImage Classification | CodeCode Available | 1 | 5 |
| Anonymous Walk Embeddings | May 30, 2018 | General ClassificationGraph 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 |
| 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 |
| Efficient Set-Valued Prediction in Multi-Class Classification | Jun 19, 2019 | ClassificationGeneral 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 |
| Efficient Graph Deep Learning in TensorFlow with tf_geometric | Jan 27, 2021 | Deep LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Efficient Model for Image Classification With Regularization Tricks | Feb 1, 2020 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs | Jan 13, 2020 | General ClassificationRobust classification | 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 |
| The MAMe Dataset: On the relevance of High Resolution and Variable Shape image properties | Jul 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data | Feb 21, 2019 | General Classification | CodeCode Available | 1 | 5 |
| End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture | Aug 14, 2015 | General Classificationparameter estimation | CodeCode Available | 1 | 5 |
| End-to-End Neural Diarization: Reformulating Speaker Diarization as Simple Multi-label Classification | Feb 24, 2020 | ClusteringGeneral Classification | 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 |
| Enhancement of Short Text Clustering by Iterative Classification | Jan 31, 2020 | ClassificationClustering | CodeCode Available | 1 | 5 |
| Network Together: Node Classification via Cross-Network Deep Network Embedding | Jun 4, 2020 | Domain AdaptationGeneral Classification | 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 |
| EPNet: Enhancing Point Features with Image Semantics for 3D Object Detection | Jul 17, 2020 | 3D Object DetectionGeneral Classification | CodeCode Available | 1 | 5 |
| Equality of Opportunity in Supervised Learning | Oct 7, 2016 | AttributeGeneral Classification | CodeCode Available | 1 | 5 |
| Establishing Baselines for Text Classification in Low-Resource Languages | May 5, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification | Aug 31, 2017 | Earth ObservationGeneral Classification | CodeCode Available | 1 | 5 |
| A Closer Look at Few-shot Classification | Apr 8, 2019 | Domain GeneralizationFew-Shot Learning | CodeCode Available | 1 | 5 |
| A Practioner's Guide to Evaluating Entity Resolution Results | Sep 14, 2015 | ClusteringEntity Resolution | CodeCode Available | 1 | 5 |
| Evaluation of Parameterized Quantum Circuits: on the relation between classification accuracy, expressibility and entangling capability | Mar 22, 2020 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Evidential Deep Learning to Quantify Classification Uncertainty | Jun 5, 2018 | Deep LearningGeneral Classification | CodeCode Available | 1 | 5 |
| A Self-Attention Network based Node Embedding Model | Jun 22, 2020 | General ClassificationLink Prediction | CodeCode Available | 1 | 5 |
| Explanation-Guided Training for Cross-Domain Few-Shot Classification | Jul 17, 2020 | ClassificationCross-Domain Few-Shot | 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 |
| A Multi-cascaded Deep Model for Bilingual SMS Classification | Nov 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification | May 23, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Multimodality Model for Multi-task Multi-view Learning | Jan 25, 2019 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation | May 31, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Motif Dashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks | Aug 12, 2016 | General Classification | CodeCode Available | 0 | 5 |
| META^2: Memory-efficient taxonomic classification and abundance estimation for metagenomics with deep learning | Sep 28, 2019 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| Deep Manifold Embedding for Hyperspectral Image Classification | Dec 24, 2019 | ClassificationClustering | CodeCode Available | 0 | 5 |
| Taming Pretrained Transformers for Extreme Multi-label Text Classification | May 7, 2019 | Extreme Multi-Label ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Learning Deep Graph Representations via Convolutional Neural Networks | Apr 5, 2020 | General ClassificationGraph Classification | CodeCode Available | 0 | 5 |
| DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification | Jan 25, 2018 | ClassificationComputed Tomography (CT) | CodeCode Available | 0 | 5 |
| Deep Low-Shot Learning for Biological Image Classification and Visualization from Limited Training Samples | Oct 20, 2020 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
