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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 14501–14550 of 14581 papers

TitleStatusHype
Deep brain state classification of MEG dataCode0
Intent Classification in Question-Answering Using LSTM ArchitecturesCode0
Calibrated Top-1 Uncertainty estimates for classification by score based modelsCode0
Hierarchical Attentional Hybrid Neural Networks for Document ClassificationCode0
Empirical Evaluation of Rectified Activations in Convolutional NetworkCode0
Large-Margin Softmax Loss for Convolutional Neural NetworksCode0
Hierarchical Attention Networks for Document ClassificationCode0
Intentional Control of Type I Error over Unconscious Data Distortion: a Neyman-Pearson Approach to Text ClassificationCode0
Deep CNN-based Multi-task Learning for Open-Set RecognitionCode0
Hierarchical Attention Transfer Network for Cross-Domain Sentiment ClassificationCode0
Empirical Study of Drone Sound Detection in Real-Life Environment with Deep Neural NetworksCode0
Empirical Study of Text Augmentation on Social Media Text in VietnameseCode0
Attention-based Multi-instance Neural Network for Medical Diagnosis from Incomplete and Low Quality DataCode0
Learning Classifiers on Positive and Unlabeled Data with Policy GradientCode0
Joint Ranking SVM and Binary Relevance with Robust Low-Rank Learning for Multi-Label ClassificationCode0
Deep Composer Classification Using Symbolic RepresentationCode0
DeepConsensus: using the consensus of features from multiple layers to attain robust image classificationCode0
F-measure Maximization in Multi-Label Classification with Conditionally Independent Label SubsetsCode0
A Design Methodology for Efficient Implementation of Deconvolutional Neural Networks on an FPGACode0
ENCASE: An ENsemble ClASsifiEr for ECG classification using expert features and deep neural networksCode0
Deep convolutional Gaussian processesCode0
Deep Convolutional Networks as shallow Gaussian ProcessesCode0
Learning Graph-Level Representation for Drug DiscoveryCode0
Deep Convolutional Networks on Graph-Structured DataCode0
Encoding Temporal Markov Dynamics in Graph for Visualizing and Mining Time SeriesCode0
Learning Graph-Level Representations with Recurrent Neural NetworksCode0
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound ClassificationCode0
Encoding Video and Label Priors for Multi-label Video Classification on YouTube-8M datasetCode0
ADef: an Iterative Algorithm to Construct Adversarial DeformationsCode0
A Novel Approach for Image Segmentation based on Histograms computed from Hue-dataCode0
Deep Convolutional Neural Networks for Breast Cancer Histology Image AnalysisCode0
A Late Fusion CNN for Digital MattingCode0
Deep convolutional neural networks for multi-scale time-series classification and application to disruption prediction in fusion devicesCode0
Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified SolutionCode0
S4L: Self-Supervised Semi-Supervised LearningCode0
DeepCorrect: Correcting DNN models against Image DistortionsCode0
Attention-based LSTM for Aspect-level Sentiment ClassificationCode0
FoldingNet: Point Cloud Auto-encoder via Deep Grid DeformationCode0
Evolving Deep Neural Networks by Multi-objective Particle Swarm Optimization for Image ClassificationCode0
Food Classification with Convolutional Neural Networks and Multi-Class Linear Discernment AnalysisCode0
Food Image Recognition by Using Convolutional Neural Networks (CNNs)Code0
Interactive Attention Networks for Aspect-Level Sentiment ClassificationCode0
A Comparative Study of Feature Types for Age-Based Text ClassificationCode0
FoodX-251: A Dataset for Fine-grained Food ClassificationCode0
Interactive Classification for Deep Learning InterpretationCode0
Learning Space Partitions for Nearest Neighbor SearchCode0
Deep Discrete Hashing with Self-supervised Pairwise LabelsCode0
A no-regret generalization of hierarchical softmax to extreme multi-label classificationCode0
Forced Spatial Attention for Driver Foot Activity ClassificationCode0
Learning to Make Predictions on Graphs with AutoencodersCode0
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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