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| Adversarial Training for Free! | Apr 29, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep (Overview and Toolbox) | Mar 5, 2020 | General ClassificationHyperspectral Image Classification | CodeCode Available | 1 |
| Feature Generation for Long-tail Classification | Nov 10, 2021 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Federated Transfer Learning for EEG Signal Classification | Apr 26, 2020 | ClassificationDomain Adaptation | CodeCode Available | 1 |
| Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies | Oct 26, 2020 | General ClassificationGraph Classification | CodeCode Available | 1 |
| Adversarial Training Methods for Semi-Supervised Text Classification | May 25, 2016 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier | Jan 3, 2021 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| Few-Shot One-Class Classification via Meta-Learning | Jul 8, 2020 | Anomaly DetectionClassification | CodeCode Available | 1 |
| Few-Shot Open-Set Recognition using Meta-Learning | May 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning | Mar 12, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Financial Time Series Data Processing for Machine Learning | Jul 3, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| Fine-Grained 3D Shape Classification with Hierarchical Part-View Attentions | May 26, 2020 | 3D Shape ClassificationGeneral Classification | CodeCode Available | 1 |
| Few-Shot Classification with Feature Map Reconstruction Networks | Dec 2, 2020 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches | Mar 8, 2020 | ClassificationFine-Grained Image Classification | CodeCode Available | 1 |
| Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features | Jan 31, 2021 | Fine-Grained Image ClassificationGeneral Classification | CodeCode Available | 1 |
| Fixing Localization Errors to Improve Image Classification | Aug 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Anonymous Walk Embeddings | May 30, 2018 | General ClassificationGraph Classification | CodeCode Available | 1 |
| A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced Scenarios | Mar 24, 2021 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers | Jul 23, 2021 | Adversarial RobustnessGeneral Classification | CodeCode Available | 1 |
| From Parity to Preference-based Notions of Fairness in Classification | Jun 30, 2017 | ClassificationDecision Making | CodeCode Available | 1 |
| A Fair Comparison of Graph Neural Networks for Graph Classification | Dec 20, 2019 | General ClassificationGraph Classification | CodeCode Available | 1 |
| A Fast 3D CNN for Hyperspectral Image Classification | Apr 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Tent: Fully Test-time Adaptation by Entropy Minimization | Jun 18, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks | Jun 23, 2020 | Explainable Artificial Intelligence (XAI)General Classification | CodeCode Available | 1 |
| GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples | Jul 1, 2020 | General ClassificationSentence | CodeCode Available | 1 |
| GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training | Jun 17, 2020 | Contrastive LearningGeneral Classification | CodeCode Available | 1 |
| Dendrite Net: A White-Box Module for Classification, Regression, and System Identification | Apr 8, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| A new Backdoor Attack in CNNs by training set corruption without label poisoning | Feb 12, 2019 | Backdoor AttackGeneral Classification | CodeCode Available | 1 |
| General Multi-label Image Classification with Transformers | Nov 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Generating Representative Samples for Few-Shot Classification | May 5, 2022 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 |
| Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification | Feb 1, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Generative Classifiers as a Basis for Trustworthy Image Classification | Jul 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Generative Imputation and Stochastic Prediction | May 22, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A Corpus for Multilingual Document Classification in Eight Languages | May 24, 2018 | ClassificationCross-Lingual Document Classification | CodeCode Available | 1 |
| Going Deeper with Convolutions | Sep 17, 2014 | General ClassificationImage Classification | CodeCode Available | 1 |
| GPU-based Self-Organizing Maps for Post-Labeled Few-Shot Unsupervised Learning | Sep 4, 2020 | ClassificationClustering | CodeCode Available | 1 |
| Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization | Oct 7, 2016 | General ClassificationImage Attribution | CodeCode Available | 1 |
| A few filters are enough: Convolutional Neural Network for P300 Detection | Sep 16, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Graph Backdoor | Jun 21, 2020 | Backdoor AttackDescriptive | CodeCode Available | 1 |
| Graph Convolutional Networks for Hyperspectral Image Classification | Aug 6, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Graph Convolutional Networks for Road Networks | Aug 30, 2019 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| GraphHop: An Enhanced Label Propagation Method for Node Classification | Jan 7, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| An evidential classifier based on Dempster-Shafer theory and deep learning | Mar 25, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning | Mar 9, 2020 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 |
| Graph Stochastic Neural Networks for Semi-supervised Learning | Dec 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Guitar Effects Recognition and Parameter Estimation with Convolutional Neural Networks | Dec 6, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Hard-Attention for Scalable Image Classification | Feb 20, 2021 | ClassificationDeep Attention | CodeCode Available | 1 |
| Harmonic Networks: Integrating Spectral Information into CNNs | Dec 7, 2018 | General Classification | CodeCode Available | 1 |
| A Neural Few-Shot Text Classification Reality Check | Jan 28, 2021 | ClassificationFew-Shot Text Classification | CodeCode Available | 1 |
