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| FastMapSVM: Classifying Complex Objects Using the FastMap Algorithm and Support-Vector Machines | Apr 7, 2022 | General ClassificationInterpretable Machine Learning | CodeCode Available | 1 |
| FastText.zip: Compressing text classification models | Dec 12, 2016 | General ClassificationQuantization | CodeCode Available | 1 |
| FaultNet: A Deep Convolutional Neural Network for bearing fault classification | Oct 5, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| ADADELTA: An Adaptive Learning Rate Method | Dec 22, 2012 | General 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 |
| 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 |
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| 1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation | Mar 17, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 |
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| Few-Shot Classification with Feature Map Reconstruction Networks | Dec 2, 2020 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features | Jan 14, 2020 | ClassificationDiversity | 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 |
| First Steps Toward Camera Model Identification with Convolutional Neural Networks | Mar 3, 2016 | General ClassificationImage Forensics | CodeCode Available | 1 |
| An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks | Jul 31, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 |
| Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE | Jun 3, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Adaptive XGBoost for Evolving Data Streams | May 15, 2020 | Drift DetectionGeneral Classification | CodeCode Available | 1 |
| FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification | Nov 11, 2020 | ClassificationDecoder | CodeCode Available | 1 |
| From ImageNet to Image Classification: Contextualizing Progress on Benchmarks | May 22, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| From Parity to Preference-based Notions of Fairness in Classification | Jun 30, 2017 | ClassificationDecision Making | CodeCode Available | 1 |
| CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification | Mar 27, 2021 | General Classificationimage-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 |
| Adaptive Threshold for Online Object Recognition and Re-identification Tasks | Dec 28, 2020 | ClassificationFace Recognition | CodeCode Available | 1 |
| Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation | Jul 9, 2020 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| General Multi-label Image Classification with Transformers | Nov 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| An Amharic News Text classification Dataset | Mar 10, 2021 | ArticlesClassification | CodeCode Available | 1 |
| Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification | Feb 1, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Generative and Discriminative Text Classification with Recurrent Neural Networks | Mar 6, 2017 | ClassificationContinual Learning | CodeCode Available | 1 |
| Generative Imputation and Stochastic Prediction | May 22, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification | Apr 2, 2020 | 3D GenerationGeneral Classification | CodeCode Available | 1 |
| Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds | Mar 29, 2020 | 3D Object ClassificationGeneral 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 |
| Achieving robustness in classification using optimal transport with hinge regularization | Jun 11, 2020 | Adversarial RobustnessBinary Classification | 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 |
| An End-to-End Architecture for Keyword Spotting and Voice Activity Detection | Nov 28, 2016 | Action DetectionActivity Detection | CodeCode Available | 1 |
| Graph Prototypical Networks for Few-shot Learning on Attributed Networks | Jun 23, 2020 | ClassificationDrug Discovery | CodeCode Available | 1 |
| Graph Stochastic Neural Networks for Semi-supervised Learning | Dec 1, 2020 | ClassificationGeneral 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 |
| Hard-Attention for Scalable Image Classification | Feb 20, 2021 | ClassificationDeep Attention | CodeCode Available | 1 |
| A Closer Look at Few-shot Classification | Apr 8, 2019 | Domain GeneralizationFew-Shot Learning | CodeCode Available | 1 |
