| Two-stage Training of Graph Neural Networks for Graph Classification | Nov 10, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Tying Word Vectors and Word Classifiers: A Loss Framework for Language Modeling | Nov 4, 2016 | General ClassificationLanguage Modeling | CodeCode Available | 1 | 5 |
| Uncertain Time Series Classification With Shapelet Transform | Feb 3, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Uncertainty estimation for classification and risk prediction on medical tabular data | Apr 13, 2020 | General Classification | CodeCode Available | 1 | 5 |
| Deep Cosine Metric Learning for Person Re-Identification | Dec 2, 2018 | General ClassificationMetric Learning | CodeCode Available | 1 | 5 |
| Unifying Graph Convolutional Neural Networks and Label Propagation | Feb 17, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Adaptive Threshold for Online Object Recognition and Re-identification Tasks | Dec 28, 2020 | ClassificationFace Recognition | CodeCode Available | 1 | 5 |
| Deep Graph Infomax | Sep 27, 2018 | General ClassificationInductive Learning | CodeCode Available | 1 | 5 |
| Unraveling Meta-Learning: Understanding Feature Representations for Few-Shot Tasks | Feb 17, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Unsupervised Feature Learning by Autoencoder and Prototypical Contrastive Learning for Hyperspectral Classification | Sep 2, 2020 | Contrastive LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Deepfake Forensics via An Adversarial Game | Mar 25, 2021 | ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| Unsupervised Key-phrase Extraction and Clustering for Classification Scheme in Scientific Publications | Jan 25, 2021 | ClusteringGeneral Classification | CodeCode Available | 1 | 5 |
| Unsupervised Semantic-based Aggregation of Deep Convolutional Features | Apr 3, 2018 | General ClassificationImage Retrieval | CodeCode Available | 1 | 5 |
| Unveiling the Potential of Structure Preserving for Weakly Supervised Object Localization | Mar 8, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Deep Hypergraph U-Net for Brain Graph Embedding and Classification | Aug 30, 2020 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| Deep Hierarchical Classification for Category Prediction in E-commerce System | May 14, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| User-Guided Aspect Classification for Domain-Specific Texts | Apr 30, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| DeepI2P: Image-to-Point Cloud Registration via Deep Classification | Apr 8, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| DeepKriging: Spatially Dependent Deep Neural Networks for Spatial Prediction | Jul 23, 2020 | Gaussian ProcessesGeneral Classification | CodeCode Available | 1 | 5 |
| Deep Instance-Level Hard Negative Mining Model for Histopathology Images | Jun 24, 2019 | General ClassificationMultiple Instance Learning | CodeCode Available | 1 | 5 |
| Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty | Nov 14, 2020 | General ClassificationWeakly-supervised Learning | CodeCode Available | 1 | 5 |
| VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text | Apr 22, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| An evidential classifier based on Dempster-Shafer theory and deep learning | Mar 25, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Deep Learning for Case-Based Reasoning through Prototypes: A Neural Network that Explains Its Predictions | Oct 13, 2017 | DecoderGeneral Classification | CodeCode Available | 1 | 5 |
| Deep Network Ensemble Learning applied to Image Classification using CNN Trees | Jul 23, 2020 | Ensemble LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Denoising Adversarial Autoencoders | Mar 3, 2017 | DenoisingGeneral Classification | CodeCode Available | 1 | 5 |
| Distribution Alignment: A Unified Framework for Long-tail Visual Recognition | Mar 30, 2021 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces | May 31, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| Adaptive XGBoost for Evolving Data Streams | May 15, 2020 | Drift DetectionGeneral Classification | CodeCode Available | 1 | 5 |
| Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis | Oct 21, 2020 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| 2kenize: Tying Subword Sequences for Chinese Script Conversion | May 7, 2020 | General ClassificationTopic Classification | CodeCode Available | 1 | 5 |
| Deep Open Intent Classification with Adaptive Decision Boundary | Dec 18, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Deep Prototypical Networks with Hybrid Residual Attention for Hyperspectral Image Classification | Jun 25, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification | Mar 15, 2021 | ClassificationDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Deep Semantic Dictionary Learning for Multi-label Image Classification | Dec 23, 2020 | ClassificationDictionary Learning | CodeCode Available | 1 | 5 |
| An Amharic News Text classification Dataset | Mar 10, 2021 | ArticlesClassification | CodeCode Available | 1 | 5 |
| DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing | Nov 7, 2016 | Activity RecognitionGeneral Classification | CodeCode Available | 1 | 5 |
| DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applications | Oct 29, 2018 | General Classification | CodeCode Available | 1 | 5 |
| An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks | Jul 31, 2020 | Data AugmentationGeneral 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 Dilated Convolutions Merging Network for Land Cover Classification | Mar 9, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Dense Label Encoding for Boundary Discontinuity Free Rotation Detection | Nov 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Detecting Deepfakes with Metric Learning | Mar 19, 2020 | Data CompressionFace Swapping | CodeCode Available | 1 | 5 |
| An Empirical Analysis of Image-Based Learning Techniques for Malware Classification | Mar 24, 2021 | Deep LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data Augmentation | Jul 16, 2020 | Acoustic Scene ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| An Empirical Study of Example Forgetting during Deep Neural Network Learning | Dec 12, 2018 | General Classification | CodeCode Available | 1 | 5 |
| An End-to-End Architecture for Keyword Spotting and Voice Activity Detection | Nov 28, 2016 | Action DetectionActivity Detection | CodeCode Available | 1 | 5 |
| Diffusion Mechanism in Residual Neural Network: Theory and Applications | May 7, 2021 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| A Data Set and a Convolutional Model for Iconography Classification in Paintings | Oct 6, 2020 | General ClassificationImage Classification | CodeCode Available | 1 | 5 |
| Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Information | Sep 3, 2020 | AttributeFairness | CodeCode Available | 1 | 5 |
