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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 12701–12750 of 14581 papers

TitleStatusHype
Regularizing Model Complexity and Label Structure for Multi-Label Text ClassificationCode0
Regularizing Neural Networks by Stochastically Training Layer EnsemblesCode0
Regularizing Neural Networks by Penalizing Confident Output DistributionsCode0
Bayesian Learning from Sequential Data using Gaussian Processes with Signature CovariancesCode0
Reinforced Continual LearningCode0
Unsupervised Learning of Discourse-Aware Text Representation for Essay ScoringCode0
Light-Weighted CNN for Text ClassificationCode0
Topical Coherence in LDA-based Models through Induced SegmentationCode0
Simple iterative method for generating targeted universal adversarial perturbationsCode0
Simple Open Stance Classification for Rumour AnalysisCode0
Synthesizing New Retinal Symptom Images by Multiple Generative ModelsCode0
Music Genre Classification with Paralleling Recurrent Convolutional Neural NetworkCode0
Musical Instrument Classification via Low-Dimensional Feature VectorsCode0
MurTree: Optimal Classification Trees via Dynamic Programming and SearchCode0
Word Mover's Embedding: From Word2Vec to Document EmbeddingCode0
Relatable Clothing: Detecting Visual Relationships between People and ClothingCode0
MLtuner: System Support for Automatic Machine Learning TuningCode0
Low-Rank RNN Adaptation for Context-Aware Language ModelingCode0
Relational Autoencoder for Feature ExtractionCode0
A Relational Memory-based Embedding Model for Triple Classification and Search PersonalizationCode0
Relational Pooling for Graph RepresentationsCode0
Malware Classification using Deep Learning based Feature Extraction and Wrapper based Feature Selection TechniqueCode0
Who Said What: Modeling Individual Labelers Improves ClassificationCode0
Outlier Exposure with Confidence Control for Out-of-Distribution DetectionCode0
Systematic Misestimation of Machine Learning Performance in Neuroimaging Studies of DepressionCode0
Variational Saccading: Efficient Inference for Large Resolution ImagesCode0
Relation Classification via Convolutional Deep Neural NetworkCode0
CycleCluster: Modernising Clustering Regularisation for Deep Semi-Supervised ClassificationCode0
Relation Classification via Recurrent Neural NetworkCode0
Multi-view Deep One-class Classification: A Systematic ExplorationCode0
ML-Net: multi-label classification of biomedical texts with deep neural networksCode0
Relation Network for Multi-label Aerial Image ClassificationCode0
Variational Inference for Graph Convolutional Networks in the Absence of Graph Data and Adversarial SettingsCode0
Relative Camera Pose Estimation Using Convolutional Neural NetworksCode0
Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation ExtractionCode0
Tabular Data: Deep Learning is Not All You NeedCode0
Loss-Aversively Fair ClassificationCode0
Topics to Avoid: Demoting Latent Confounds in Text ClassificationCode0
Relaxed Quantization for Discretized Neural NetworksCode0
Relay Backpropagation for Effective Learning of Deep Convolutional Neural NetworksCode0
Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly ApplicableCode0
Multi-label Categorization of Accounts of Sexism using a Neural FrameworkCode0
Top-k Multiclass SVMCode0
Tagger: Deep Unsupervised Perceptual GroupingCode0
Logo-2K+: A Large-Scale Logo Dataset for Scalable Logo ClassificationCode0
Two-Stage Convolutional Neural Network for Breast Cancer Histology Image ClassificationCode0
Unsupervised Network Embedding for Graph Visualization, Clustering and ClassificationCode0
Two-stage Image Classification Supervised by a Single Teacher Single Student ModelCode0
Adversarial Explanations for Understanding Image Classification Decisions and Improved Neural Network RobustnessCode0
Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross EntropyCode0
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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