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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 401–450 of 14581 papers

TitleStatusHype
Detection and Classification of Cardiac Arrhythmias by a Challenge-Best Deep Learning Neural Network ModelCode1
Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data AugmentationCode1
Differentiable Top-k Classification LearningCode1
Diffusion Mechanism in Residual Neural Network: Theory and ApplicationsCode1
On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances and Million-AIDCode1
Rule Generation for Classification: Scalability, Interpretability, and FairnessCode1
Distilling Visual Priors from Self-Supervised LearningCode1
Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionCode1
Distribution-free binary classification: prediction sets, confidence intervals and calibrationCode1
An Amharic News Text classification DatasetCode1
DocSCAN: Unsupervised Text Classification via Learning from NeighborsCode1
Document Classification for COVID-19 LiteratureCode1
Document Ranking with a Pretrained Sequence-to-Sequence ModelCode1
Does Head Label Help for Long-Tailed Multi-Label Text ClassificationCode1
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep LearningCode1
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive LearningCode1
Active Learning for BERT: An Empirical StudyCode1
Dynamic Image for 3D MRI Image Alzheimer's Disease ClassificationCode1
An Empirical Study of Example Forgetting during Deep Neural Network LearningCode1
Active Learning for Deep Object Detection via Probabilistic ModelingCode1
Editable Neural NetworksCode1
EEG-Inception: An Accurate and Robust End-to-End Neural Network for EEG-based Motor Imagery ClassificationCode1
Efficient Deep Learning of Non-local Features for Hyperspectral Image ClassificationCode1
Efficient Graph Deep Learning in TensorFlow with tf_geometricCode1
Efficient Pipeline for Camera Trap Image ReviewCode1
EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence InformationCode1
Encouraging Paragraph Embeddings to Remember Sentence Identity Improves ClassificationCode1
End-to-end Deep Learning from Raw Sensor Data: Atrial Fibrillation Detection using WearablesCode1
End-to-End Lane Marker Detection via Row-wise ClassificationCode1
End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep ArchitectureCode1
A Framework for Enhancing Deep Neural Networks Against Adversarial MalwareCode1
AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image ClassificationCode1
Epileptic Seizure Classification with Symmetric and Hybrid Bilinear ModelsCode1
EPNet: Enhancing Point Features with Image Semantics for 3D Object DetectionCode1
Establishing Baselines for Text Classification in Low-Resource LanguagesCode1
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover ClassificationCode1
Evaluating surgical skills from kinematic data using convolutional neural networksCode1
Evaluating the visualization of what a Deep Neural Network has learnedCode1
EXACT: How to Train Your AccuracyCode1
Training Normalizing Flows with the Information Bottleneck for Competitive Generative ClassificationCode1
Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time IntervalsCode1
Explaining Predictions of Non-Linear Classifiers in NLPCode1
Accumulated Polar Feature-based Deep Learning for Efficient and Lightweight Automatic Modulation Classification with Channel Compensation MechanismCode1
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language InferenceCode1
Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural NetworkCode1
Exploiting Unsupervised Data for Emotion Recognition in ConversationsCode1
Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute InformationCode1
Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate MistreatmentCode1
Fairness Measures for Regression via Probabilistic ClassificationCode1
An Adversarial Approach for the Robust Classification of Pneumonia from Chest RadiographsCode1
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified
2XBNETAccuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified