| Semi-supervised semantic segmentation needs strong, varied perturbations | Jun 5, 2019 | General ClassificationSegmentation | 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 |
| Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification | Jan 17, 2021 | Fine-Grained Image ClassificationGeneral Classification | CodeCode Available | 1 |
| Contextualized Weak Supervision for Text Classification | Jul 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification | Sep 15, 2020 | COVID-19 DiagnosisGeneral Classification | CodeCode Available | 1 |
| Contrastive Learning for Sports Video: Unsupervised Player Classification | Apr 15, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Convolutional neural networks for classification and regression analysis of one-dimensional spectral data | May 15, 2020 | Classificationfeature selection | CodeCode Available | 1 |
| Convolutional Neural Networks for Sentence Classification | Aug 25, 2014 | Emotion Recognition in ConversationGeneral Classification | CodeCode Available | 1 |
| Convolutional Recurrent Neural Networks for Music Classification | Sep 14, 2016 | General ClassificationMusic Classification | CodeCode Available | 1 |
| CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records | Jan 25, 2020 | Disease PredictionGeneral Classification | CodeCode Available | 1 |
| Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images | Oct 1, 2020 | Diabetic Retinopathy GradingGeneral Classification | CodeCode Available | 1 |
| Co-trained convolutional neural networks for automated detection of prostate cancer in multi-parametric MRI | Aug 24, 2017 | General Classification | CodeCode Available | 1 |
| Counterfactual Visual Explanations | Apr 16, 2019 | counterfactualGeneral Classification | CodeCode Available | 1 |
| Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly Detection | Mar 27, 2020 | Anomaly DetectionBinary Classification | CodeCode Available | 1 |
| Adversarial Training for Free! | Apr 29, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Cross-Domain Few-Shot Classification via Adversarial Task Augmentation | Apr 29, 2021 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization | Oct 30, 2020 | Contrastive LearningGeneral Classification | CodeCode Available | 1 |
| Cross-Domain Sentiment Classification with In-Domain Contrastive Learning | Dec 5, 2020 | ClassificationContrastive Learning | CodeCode Available | 1 |
| An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction | Sep 4, 2019 | BenchmarkingGeneral Classification | CodeCode Available | 1 |
| CTCModel: a Keras Model for Connectionist Temporal Classification | Jan 23, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers | Jul 21, 2020 | ClassificationData Augmentation | CodeCode Available | 1 |
| Danish Fungi 2020 -- Not Just Another Image Recognition Dataset | Mar 18, 2021 | ClassificationClassifier calibration | CodeCode Available | 1 |
| 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 |
| DEAL: Deep Evidential Active Learning for Image Classification | Jul 22, 2020 | Active LearningClassification | CodeCode Available | 1 |
| Deconvolutional Paragraph Representation Learning | Aug 16, 2017 | General ClassificationRepresentation Learning | CodeCode Available | 1 |
| Decoupling Representation and Classifier for Long-Tailed Recognition | Oct 21, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A Comparison of 1-D and 2-D Deep Convolutional Neural Networks in ECG Classification | Oct 16, 2018 | ECG ClassificationElectrocardiography (ECG) | CodeCode Available | 1 |
| Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization | Apr 15, 2019 | Fine-Grained Visual RecognitionGeneral Classification | CodeCode Available | 1 |
| DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning | Mar 15, 2020 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 |
| Deeper or Wider Networks of Point Clouds with Self-attention? | Nov 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| An Empirical Study of Example Forgetting during Deep Neural Network Learning | Dec 12, 2018 | General Classification | CodeCode Available | 1 |
| Adversarial Attacks on Time Series | Feb 27, 2019 | ClassificationDynamic Time Warping | CodeCode Available | 1 |
| Deep Hypergraph U-Net for Brain Graph Embedding and Classification | Aug 30, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| Adversarial Autoencoders | Nov 18, 2015 | ClusteringData Visualization | CodeCode Available | 1 |
| Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty | Nov 14, 2020 | General ClassificationWeakly-supervised Learning | CodeCode Available | 1 |
| DeepKriging: Spatially Dependent Deep Neural Networks for Spatial Prediction | Jul 23, 2020 | Gaussian ProcessesGeneral Classification | CodeCode Available | 1 |
| Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles | Jun 20, 2019 | Aerial Scene ClassificationGeneral Classification | CodeCode Available | 1 |
| Deep Learning Based Text Classification: A Comprehensive Review | Apr 6, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| A Fair Comparison of Graph Neural Networks for Graph Classification | Dec 20, 2019 | General ClassificationGraph Classification | CodeCode Available | 1 |
| Deep Network Ensemble Learning applied to Image Classification using CNN Trees | Jul 23, 2020 | Ensemble LearningGeneral Classification | CodeCode Available | 1 |
| Deep Packet: A Novel Approach For Encrypted Traffic Classification Using Deep Learning | Sep 8, 2017 | General ClassificationTraffic Classification | CodeCode Available | 1 |
| Deep Prototypical Networks with Hybrid Residual Attention for Hyperspectral Image Classification | Jun 25, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Adversarial Deep Network Embedding for Cross-network Node Classification | Feb 18, 2020 | ClassificationDomain Adaptation | CodeCode Available | 1 |
| DeepScores -- A Dataset for Segmentation, Detection and Classification of Tiny Objects | Mar 27, 2018 | General ClassificationObject | CodeCode Available | 1 |
| Deep Semi-Supervised Learning for Time Series Classification | Feb 6, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Adversarial Discriminative Domain Adaptation | Feb 17, 2017 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning | Oct 9, 2018 | ClassificationDeep Learning | CodeCode Available | 1 |
| Delving Deep into Label Smoothing | Nov 25, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Denoising Multi-Source Weak Supervision for Neural Text Classification | Oct 9, 2020 | ClassificationDenoising | CodeCode Available | 1 |
| An Empirical Analysis of Image-Based Learning Techniques for Malware Classification | Mar 24, 2021 | Deep LearningGeneral Classification | CodeCode Available | 1 |
