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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 3251–3300 of 14581 papers

TitleStatusHype
Deep convolutional neural networks for multi-scale time-series classification and application to disruption prediction in fusion devicesCode0
Deep Convolutional Neural Networks for Breast Cancer Histology Image AnalysisCode0
Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified SolutionCode0
NeXtVLAD: An Efficient Neural Network to Aggregate Frame-level Features for Large-scale Video ClassificationCode0
Deep Convolutional Networks on Graph-Structured DataCode0
Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network ClassifiersCode0
A CNN adapted to time series for the classification of SupernovaeCode0
Nine Features in a Random Forest to Learn Taxonomical Semantic RelationsCode0
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound ClassificationCode0
Clustering Based Feature Learning on Variable StarsCode0
DeepCorrect: Correcting DNN models against Image DistortionsCode0
Data segmentation based on the local intrinsic dimensionCode0
Deep Composer Classification Using Symbolic RepresentationCode0
Clustering Convolutional Kernels to Compress Deep Neural NetworksCode0
DeepConsensus: using the consensus of features from multiple layers to attain robust image classificationCode0
Clustering-Oriented Representation Learning with Attractive-Repulsive LossCode0
Deep brain state classification of MEG dataCode0
Nonlinear Time Series Classification Using Bispectrum-based Deep Convolutional Neural NetworksCode0
Non-Parametric Calibration for ClassificationCode0
Nonzero-sum Adversarial Hypothesis Testing GamesCode0
Aggression Detection on Social Media Text Using Deep Neural NetworksCode0
C-Net: A Reliable Convolutional Neural Network for Biomedical Image ClassificationCode0
A Recommendation and Risk Classification System for Connecting Rough Sleepers to Essential Outreach ServicesCode0
Attention Augmented Convolutional NetworksCode0
CNN-based Approach for Cervical Cancer Classification in Whole-Slide Histopathology ImagesCode0
CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd CountingCode0
CNN-based InSAR Coherence ClassificationCode0
ntuer at SemEval-2019 Task 3: Emotion Classification with Word and Sentence Representations in RCNNCode0
Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text ClassificationCode0
oAdaBoost: An AdaBoost Variant for Ordinal ClassificationCode0
Deep CNN-based Multi-task Learning for Open-Set RecognitionCode0
CNN features are also great at unsupervised classificationCode0
Deep convolutional Gaussian processesCode0
Object Detection from Scratch with Deep SupervisionCode0
CNN-RNN: A Unified Framework for Multi-label Image ClassificationCode0
Object-Part Attention Model for Fine-grained Image ClassificationCode0
Deep attention-based classification network for robust depth predictionCode0
Offensive Language Detection ExplainedCode0
OLÉ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep LearningCode0
OLÉ: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep LearningCode0
Analysis of Confident-Classifiers for Out-of-distribution DetectionCode0
Classification of Macromolecule Type Based on Sequences of Amino Acids Using Deep LearningCode0
On Classifying Sepsis Heterogeneity in the ICU: Insight Using Machine LearningCode0
On Detecting Adversarial PerturbationsCode0
A C-LSTM Neural Network for Text ClassificationCode0
DeepBlindness: Fast Blindness Map Estimation and Blindness Type Classification for Outdoor Scene from Single Color ImageCode0
Deep Convolutional Networks as shallow Gaussian ProcessesCode0
Coarse-to-Fine Memory Matching for Joint Retrieval and ClassificationCode0
Deep Extreme Multi-label LearningCode0
Deep Learning Based Vehicle Make-Model ClassificationCode0
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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