| CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification | Mar 27, 2021 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| Correct block-design experiments mitigate temporal correlation bias in EEG classification | Nov 25, 2020 | ClassificationEEG | CodeCode Available | 1 | 5 |
| So-ViT: Mind Visual Tokens for Vision Transformer | Apr 22, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| SpanEmo: Casting Multi-label Emotion Classification as Span-prediction | Jan 25, 2021 | Author ProfilingClassification | CodeCode Available | 1 | 5 |
| Adaptive Threshold for Online Object Recognition and Re-identification Tasks | Dec 28, 2020 | ClassificationFace Recognition | CodeCode Available | 1 | 5 |
| Convolutional Radio Modulation Recognition Networks | Feb 12, 2016 | General ClassificationTime Series | CodeCode Available | 1 | 5 |
| Convolutional Recurrent Neural Networks for Music Classification | Sep 14, 2016 | General ClassificationMusic Classification | CodeCode Available | 1 | 5 |
| Spatial Contrastive Learning for Few-Shot Classification | Dec 26, 2020 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| ViViT: A Video Vision Transformer | Mar 29, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| Co-trained convolutional neural networks for automated detection of prostate cancer in multi-parametric MRI | Aug 24, 2017 | General Classification | CodeCode Available | 1 | 5 |
| Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images | Oct 1, 2020 | Diabetic Retinopathy GradingGeneral Classification | CodeCode Available | 1 | 5 |
| Stacked DeBERT: All Attention in Incomplete Data for Text Classification | Jan 1, 2020 | AllChatbot | CodeCode Available | 1 | 5 |
| Counterfactual Visual Explanations | Apr 16, 2019 | counterfactualGeneral Classification | CodeCode Available | 1 | 5 |
| Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks | May 27, 2019 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| Counterfactual Generative Networks | Jan 15, 2021 | Classificationcounterfactual | CodeCode Available | 1 | 5 |
| STRAPPER: Preference-based Reinforcement Learning via Self-training Augmentation and Peer Regularization | Jul 19, 2023 | General Classificationreinforcement-learning | CodeCode Available | 1 | 5 |
| COVID-Twitter-BERT: A Natural Language Processing Model to Analyse COVID-19 Content on Twitter | May 15, 2020 | ClassificationGeneral 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 |
| Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly Detection | Mar 27, 2020 | Anomaly DetectionBinary Classification | CodeCode Available | 1 | 5 |
| A Machine Learning Benchmark for Facies Classification | Jan 12, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| One Explanation is Not Enough: Structured Attention Graphs for Image Classification | Nov 13, 2020 | Classificationcounterfactual | CodeCode Available | 1 | 5 |
| Subspace Capsule Network | Feb 7, 2020 | General ClassificationGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations | Dec 4, 2020 | Crop ClassificationEarth Observation | CodeCode Available | 1 | 5 |
| Superpixel Image Classification with Graph Attention Networks | Feb 13, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Cross-Domain Few-Shot Classification via Adversarial Task Augmentation | Apr 29, 2021 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 | 5 |
| Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization | Oct 30, 2020 | Contrastive LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation | Jan 23, 2020 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 | 5 |
| Syn2Real: Forgery Classification via Unsupervised Domain Adaptation | Feb 3, 2020 | ClassificationDomain Adaptation | CodeCode Available | 1 | 5 |
| Cross-Domain Sentiment Classification with In-Domain Contrastive Learning | Dec 5, 2020 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup | Jul 1, 2020 | General ClassificationManagement | CodeCode Available | 1 | 5 |
| TaskNorm: Rethinking Batch Normalization for Meta-Learning | Mar 6, 2020 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| Task-Oriented Feature Distillation | Dec 1, 2020 | 3D ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| DeepBall: Deep Neural-Network Ball Detector | Feb 19, 2019 | General ClassificationObject | CodeCode Available | 1 | 5 |
| AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification | Apr 21, 2020 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| CTCModel: a Keras Model for Connectionist Temporal Classification | Jan 23, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Tensor Graph Convolutional Networks for Text Classification | Jan 12, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty | Jul 31, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Text Classification Using Label Names Only: A Language Model Self-Training Approach | Oct 14, 2020 | ClassificationDocument Classification | CodeCode Available | 1 | 5 |
| The Cascade Transformer: an Application for Efficient Answer Sentence Selection | May 5, 2020 | General ClassificationQuestion Answering | CodeCode Available | 1 | 5 |
| CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers | Jul 21, 2020 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Decoupling Representation and Classifier for Long-Tailed Recognition | Oct 21, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| The Kinetics Human Action Video Dataset | May 19, 2017 | Action ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Data Augmentation for Graph Neural Networks | Jun 11, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 | 5 |
| DARTS: Differentiable Architecture Search | Jun 24, 2018 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| The Plant Pathology 2020 challenge dataset to classify foliar disease of apples | Apr 24, 2020 | ClassificationFine-Grained Visual Categorization | CodeCode Available | 1 | 5 |
| Data Augmentation of Wearable Sensor Data for Parkinson's Disease Monitoring using Convolutional Neural Networks | Jun 2, 2017 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification | Oct 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| The Reversible Residual Network: Backpropagation Without Storing Activations | Jul 14, 2017 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| The Unreasonable Effectiveness of Texture Transfer for Single Image Super-resolution | Jul 31, 2018 | General ClassificationImage Reconstruction | CodeCode Available | 1 | 5 |
| Deep Hierarchical Classification for Category Prediction in E-commerce System | May 14, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
