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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 501–550 of 14581 papers

TitleStatusHype
Contextualized Weak Supervision for Text ClassificationCode1
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold MixupCode1
Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer NetworksCode1
Early-Learning Regularization Prevents Memorization of Noisy LabelsCode1
Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer LearningCode1
Image Classification by Reinforcement Learning with Two-State Q-LearningCode1
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural NetworksCode1
Proper Network Interpretability Helps Adversarial Robustness in ClassificationCode1
Learning Data Augmentation with Online Bilevel Optimization for Image ClassificationCode1
Parametric Instance Classification for Unsupervised Visual Feature LearningCode1
Deep Prototypical Networks with Hybrid Residual Attention for Hyperspectral Image ClassificationCode1
SmallBigNet: Integrating Core and Contextual Views for Video ClassificationCode1
Learning Semantically Enhanced Feature for Fine-Grained Image ClassificationCode1
Graph Prototypical Networks for Few-shot Learning on Attributed NetworksCode1
Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural NetworksCode1
Learning Gradient Boosted Multi-label Classification RulesCode1
Self-supervised edge features for improved Graph Neural Network trainingCode1
Inductive Unsupervised Domain Adaptation for Few-Shot Classification via ClusteringCode1
A Self-Attention Network based Node Embedding ModelCode1
On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances and Million-AIDCode1
A Universal Representation Transformer Layer for Few-Shot Image ClassificationCode1
Graph BackdoorCode1
Interpretation of 3D CNNs for Brain MRI Data ClassificationCode1
Self-Supervised Prototypical Transfer Learning for Few-Shot ClassificationCode1
Backdoor Attacks to Graph Neural NetworksCode1
Distribution-free binary classification: prediction sets, confidence intervals and calibrationCode1
Tent: Fully Test-time Adaptation by Entropy MinimizationCode1
ChestX-Det10: Chest X-ray Dataset on Detection of Thoracic AbnormalitiesCode1
The MCC-F1 curve: a performance evaluation technique for binary classificationCode1
GCC: Graph Contrastive Coding for Graph Neural Network Pre-TrainingCode1
Improving accuracy and speeding up Document Image Classification through parallel systemsCode1
Document Classification for COVID-19 LiteratureCode1
Multiscale Deep Equilibrium ModelsCode1
Finding trainable sparse networks through Neural Tangent TransferCode1
ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution MappingCode1
A Variational Algorithm for Quantum Neural NetworksCode1
Stream-51: Streaming Classification and Novelty Detection from VideosCode1
Data Augmentation for Graph Neural NetworksCode1
Achieving robustness in classification using optimal transport with hinge regularizationCode1
Learning a Unified Sample Weighting Network for Object DetectionCode1
Discrete Latent Variable Representations for Low-Resource Text ClassificationCode1
VirTex: Learning Visual Representations from Textual AnnotationsCode1
Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection NetworkCode1
Contrastive Multi-View Representation Learning on GraphsCode1
Towards More Practical Adversarial Attacks on Graph Neural NetworksCode1
SEFR: A Fast Linear-Time Classifier for Ultra-Low Power DevicesCode1
A Self-supervised Approach for Adversarial RobustnessCode1
Lorentz Group Equivariant Neural Network for Particle PhysicsCode1
Multi-view Contrastive Learning for Online Knowledge DistillationCode1
Entropic Out-of-Distribution Detection: Seamless Detection of Unknown ExamplesCode1
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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