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| Bacteriophage classification for assembled contigs using Graph Convolutional Network | Feb 7, 2021 | ClassificationDiversity | CodeCode Available | 1 | 5 |
| Cold-Start Aware User and Product Attention for Sentiment Classification | Jun 14, 2018 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Graph Stochastic Neural Networks for Semi-supervised Learning | Dec 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Adversarial Training Methods for Semi-Supervised Text Classification | May 25, 2016 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian Processes | Dec 12, 2020 | Active LearningBinary Classification | CodeCode Available | 1 | 5 |
| A Universal Representation Transformer Layer for Few-Shot Image Classification | Jun 21, 2020 | ClassificationDomain Generalization | CodeCode Available | 1 | 5 |
| Hard-Attention for Scalable Image Classification | Feb 20, 2021 | ClassificationDeep Attention | CodeCode Available | 1 | 5 |
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| Automated detection of COVID-19 cases using deep neural networks with X-ray images | Apr 28, 2020 | Binary ClassificationCOVID-19 Diagnosis | CodeCode Available | 1 | 5 |
| Hierarchical Graph Representation Learning with Differentiable Pooling | Jun 22, 2018 | General ClassificationGraph 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 |
| Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis | Apr 16, 2021 | ClassificationEEG | CodeCode Available | 1 | 5 |
| Automatically Discovering and Learning New Visual Categories with Ranking Statistics | Feb 13, 2020 | ClusteringGeneral Classification | CodeCode Available | 1 | 5 |
| Automatically designing CNN architectures using genetic algorithm for image classification | Aug 11, 2018 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
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| How Many Data Points is a Prompt Worth? | Mar 15, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| How to Fine-Tune BERT for Text Classification? | May 14, 2019 | General ClassificationLanguage Modeling | CodeCode Available | 1 | 5 |
| A Fair Comparison of Graph Neural Networks for Graph Classification | Dec 20, 2019 | General ClassificationGraph Classification | CodeCode Available | 1 | 5 |
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| Hyperbolic Image Embeddings | Apr 3, 2019 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Automatic sleep stage classification with deep residual networks in a mixed-cohort setting | Aug 21, 2020 | Automatic Sleep Stage ClassificationBenchmarking | CodeCode Available | 1 | 5 |
| Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects | Jan 15, 2021 | General ClassificationHyperspectral Image Classification | CodeCode Available | 1 | 5 |
| AutoMix: Unveiling the Power of Mixup for Stronger Classifiers | Mar 24, 2021 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| A Variational Algorithm for Quantum Neural Networks | Jun 15, 2020 | DescriptiveGeneral Classification | CodeCode Available | 1 | 5 |
| IIRC: Incremental Implicitly-Refined Classification | Dec 23, 2020 | Classificationclass-incremental learning | CodeCode Available | 1 | 5 |
| Image and Text fusion for UPMC Food-101 \ BERT and CNNs | Dec 17, 2020 | ClassificationDocument Text Classification | CodeCode Available | 1 | 5 |
| Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey | Dec 11, 2019 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks | Jun 30, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 | 5 |
| A Weakly Supervised Convolutional Network for Change Segmentation and Classification | Nov 6, 2020 | Change DetectionClassification | CodeCode Available | 1 | 5 |
| Imaging Time-Series to Improve Classification and Imputation | Jun 1, 2015 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
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| Aggregated Residual Transformations for Deep Neural Networks | Nov 16, 2016 | Domain GeneralizationGeneral Classification | CodeCode Available | 1 | 5 |
| Coherent Hierarchical Multi-Label Classification Networks | Oct 20, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Bag of Tricks for Efficient Text Classification | Jul 6, 2016 | CPUEmotion Recognition in Conversation | CodeCode Available | 1 | 5 |
| A few filters are enough: Convolutional Neural Network for P300 Detection | Sep 16, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| Bag of Tricks for Node Classification with Graph Neural Networks | Mar 24, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text | Jul 21, 2020 | General ClassificationOpinion Mining | CodeCode Available | 1 | 5 |
| Balanced Meta-Softmax for Long-Tailed Visual Recognition | Jul 21, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| Barlow Twins: Self-Supervised Learning via Redundancy Reduction | Mar 4, 2021 | General ClassificationImage Classification | CodeCode Available | 1 | 5 |
| Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift | Feb 11, 2015 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System | Apr 24, 2021 | ClassificationFew-Shot Text Classification | CodeCode Available | 1 | 5 |
| Incremental learning for the detection and classification of GAN-generated images | Oct 3, 2019 | Face GenerationGeneral Classification | CodeCode Available | 1 | 5 |
| Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering | Jun 23, 2020 | ClassificationClustering | CodeCode Available | 1 | 5 |
| Industrial Machine Tool Component Surface Defect Dataset | Mar 24, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian Processes | Jul 20, 2020 | ClassificationGaussian Processes | CodeCode Available | 1 | 5 |
| CNN Architectures for Large-Scale Audio Classification | Sep 29, 2016 | Audio ClassificationEvent Detection | CodeCode Available | 1 | 5 |
