| Adversarial Deep Network Embedding for Cross-network Node Classification | Feb 18, 2020 | ClassificationDomain Adaptation | CodeCode Available | 1 | 5 |
| Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image Representation | May 14, 2020 | General ClassificationSpecificity | CodeCode Available | 1 | 5 |
| Adversarial Discriminative Domain Adaptation | Feb 17, 2017 | Domain AdaptationGeneral Classification | CodeCode Available | 1 | 5 |
| Infant Crying Detection in Real-World Environments | May 12, 2020 | Event DetectionGeneral Classification | CodeCode Available | 1 | 5 |
| Adversarial examples for generative models | Feb 22, 2017 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Classification of Periodic Variable Stars with Novel Cyclic-Permutation Invariant Neural Networks | Nov 2, 2020 | AstronomyFeature Engineering | CodeCode Available | 1 | 5 |
| Atrial Fibrillation Detection and ECG Classification based on CNN-BiLSTM | Nov 12, 2020 | Atrial Fibrillation DetectionClassification | CodeCode Available | 1 | 5 |
| Adversarially-Trained Deep Nets Transfer Better: Illustration on Image Classification | Jul 11, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss | Jun 2, 2020 | DecoderGeneral Classification | CodeCode Available | 1 | 5 |
| CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise | Nov 20, 2017 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Adversarial Reciprocal Points Learning for Open Set Recognition | Mar 1, 2021 | General ClassificationOpen Set Learning | CodeCode Available | 1 | 5 |
| CNN Architectures for Large-Scale Audio Classification | Sep 29, 2016 | Audio ClassificationEvent Detection | CodeCode Available | 1 | 5 |
| Adversarial Policy Gradient for Deep Learning Image Augmentation | Sep 9, 2019 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| Search4Code: Code Search Intent Classification Using Weak Supervision | Nov 24, 2020 | ClassificationCode Search | CodeCode Available | 1 | 5 |
| Adversarial Training Methods for Semi-Supervised Text Classification | May 25, 2016 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Adversarial Training for Free! | Apr 29, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 | 5 |
| Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object Detection | Sep 17, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 | 5 |
| Combating Label Noise in Deep Learning Using Abstention | May 27, 2019 | Deep LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Compositional Convolutional Neural Networks: A Deep Architecture with Innate Robustness to Partial Occlusion | Mar 10, 2020 | General Classification | CodeCode Available | 1 | 5 |
| A Fast 3D CNN for Hyperspectral Image Classification | Apr 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Accumulated Polar Feature-based Deep Learning for Efficient and Lightweight Automatic Modulation Classification with Channel Compensation Mechanism | Jan 6, 2020 | General Classification | CodeCode Available | 1 | 5 |
| A few filters are enough: Convolutional Neural Network for P300 Detection | Sep 16, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| Consistency-based Active Learning for Object Detection | Mar 18, 2021 | Active LearningClassification | CodeCode Available | 1 | 5 |
| A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification | Oct 5, 2020 | ClassificationEntity Typing | CodeCode Available | 1 | 5 |
| Rank consistent ordinal regression for neural networks with application to age estimation | Jan 20, 2019 | Age And Gender ClassificationAge Estimation | CodeCode Available | 1 | 5 |
| Constrained Extreme Learning Machines: A Study on Classification Cases | Jan 25, 2015 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Aggregated Residual Transformations for Deep Neural Networks | Nov 16, 2016 | Domain GeneralizationGeneral Classification | CodeCode Available | 1 | 5 |
| A Generic Visualization Approach for Convolutional Neural Networks | Jul 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Continual Learning for Text Classification with Information Disentanglement Based Regularization | Apr 12, 2021 | Continual LearningDisentanglement | CodeCode Available | 1 | 5 |
| Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification | Sep 15, 2020 | COVID-19 DiagnosisGeneral Classification | CodeCode Available | 1 | 5 |
| 1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation | Mar 17, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| Contributions of Shape, Texture, and Color in Visual Recognition | Jul 19, 2022 | AttributeGeneral Classification | CodeCode Available | 1 | 5 |
| Convolutional Neural Networks for Classification of Alzheimer's Disease: Overview and Reproducible Evaluation | Apr 16, 2019 | General ClassificationModel Selection | CodeCode Available | 1 | 5 |
| Convolutional neural networks for classification and regression analysis of one-dimensional spectral data | May 15, 2020 | Classificationfeature selection | CodeCode Available | 1 | 5 |
| Convolutional Recurrent Neural Networks for Music Classification | Sep 14, 2016 | General ClassificationMusic Classification | CodeCode Available | 1 | 5 |
| CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records | Jan 25, 2020 | Disease PredictionGeneral Classification | CodeCode Available | 1 | 5 |
| CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification | Mar 27, 2021 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| A ground-truth dataset and classification model for detecting bots in GitHub issue and PR comments | Oct 7, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| ViViT: A Video Vision Transformer | Mar 29, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks | Sep 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A Structured Self-attentive Sentence Embedding | Mar 9, 2017 | Author ProfilingGeneral Classification | CodeCode Available | 1 | 5 |
| Counterfactual Visual Explanations | Apr 16, 2019 | counterfactualGeneral Classification | CodeCode Available | 1 | 5 |
| A kernel-based quantum random forest for improved classification | Oct 5, 2022 | General ClassificationQuantum Machine Learning | CodeCode Available | 1 | 5 |
| AIDeveloper: deep learning image classification in life science and beyond | Mar 5, 2020 | Blood Cell CountClassification | CodeCode Available | 1 | 5 |
| Achieving robustness in classification using optimal transport with hinge regularization | Jun 11, 2020 | Adversarial RobustnessBinary Classification | CodeCode Available | 1 | 5 |
| Crop mapping from image time series: deep learning with multi-scale label hierarchies | Feb 17, 2021 | Crop ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| ALL-IN-1: Short Text Classification with One Model for All Languages | Oct 26, 2017 | AllGeneral Classification | CodeCode Available | 1 | 5 |
| Cross-Domain Sentiment Classification with In-Domain Contrastive Learning | Dec 5, 2020 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Cross-modal Adversarial Reprogramming | Feb 15, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series Classification | Apr 16, 2021 | Binary ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
