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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 701–750 of 14581 papers

TitleStatusHype
Explanation-Guided Backdoor Poisoning Attacks Against Malware ClassifiersCode1
IntrA: 3D Intracranial Aneurysm Dataset for Deep LearningCode1
Fast Predictive Uncertainty for Classification with Bayesian Deep NetworksCode1
Few-Shot Learning on Graphs via Super-Classes based on Graph Spectral MeasuresCode1
Membership Inference Attacks and Defenses in Classification ModelsCode1
Rethinking the Route Towards Weakly Supervised Object LocalizationCode1
PointAugment: an Auto-Augmentation Framework for Point Cloud ClassificationCode1
Sketchformer: Transformer-based Representation for Sketched StructureCode1
Scheduled Restart Momentum for Accelerated Stochastic Gradient DescentCode1
Self-Adaptive Training: beyond Empirical Risk MinimizationCode1
Learning Attentive Pairwise Interaction for Fine-Grained ClassificationCode1
MAGNET: Multi-Label Text Classification using Attention-based Graph Neural NetworkCode1
Omni-Scale CNNs: a simple and effective kernel size configuration for time series classificationCode1
End-to-End Neural Diarization: Reformulating Speaker Diarization as Simple Multi-label ClassificationCode1
One-Class Graph Neural Networks for Anomaly Detection in Attributed NetworksCode1
Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural NetworkCode1
Enzyme promiscuity prediction using hierarchy-informed multi-label classificationCode1
Adversarial Deep Network Embedding for Cross-network Node ClassificationCode1
Unraveling Meta-Learning: Understanding Feature Representations for Few-Shot TasksCode1
GRAPHITE: Generating Automatic Physical Examples for Machine-Learning Attacks on Computer Vision SystemsCode1
Unifying Graph Convolutional Neural Networks and Label PropagationCode1
Breast Cancer Histopathology Image Classification and Localization using Multiple Instance LearningCode1
Extreme Classification via Adversarial Softmax ApproximationCode1
Superpixel Image Classification with Graph Attention NetworksCode1
Automatically Discovering and Learning New Visual Categories with Ranking StatisticsCode1
Over-the-Air Adversarial Flickering Attacks against Video Recognition NetworksCode1
Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography VolumesCode1
The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image ClassificationCode1
Learning with Out-of-Distribution Data for Audio ClassificationCode1
SparseIDS: Learning Packet Sampling with Reinforcement LearningCode1
Bilinear Graph Neural Network with Neighbor InteractionsCode1
A Computational Approach to Packet ClassificationCode1
PointHop++: A Lightweight Learning Model on Point Sets for 3D ClassificationCode1
Subspace Capsule NetworkCode1
On Positive-Unlabeled Classification in GANCode1
Detection and Classification of Cardiac Arrhythmias by a Challenge-Best Deep Learning Neural Network ModelCode1
Towards Accurate Vehicle Behaviour Classification With Multi-Relational Graph Convolutional NetworksCode1
Syn2Real: Forgery Classification via Unsupervised Domain AdaptationCode1
DropClass and DropAdapt: Dropping classes for deep speaker representation learningCode1
Interpreting video features: a comparison of 3D convolutional networks and convolutional LSTM networksCode1
Efficient Model for Image Classification With Regularization TricksCode1
Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual LearningCode1
Deep Learning Based Unsupervised and Semi-supervised Classification for KeratoconusCode1
Enhancement of Short Text Clustering by Iterative ClassificationCode1
Optimized spiking neurons classify images with high accuracy through temporal coding with two spikesCode1
Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering TasksCode1
stream-learn -- open-source Python library for difficult data stream batch analysisCode1
OPFython: A Python-Inspired Optimum-Path Forest ClassifierCode1
Multi-class Gaussian Process Classification with Noisy InputsCode1
LIBTwinSVM: A Library for Twin Support Vector MachinesCode1
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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