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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 13201–13250 of 14581 papers

TitleStatusHype
META^2: Memory-efficient taxonomic classification and abundance estimation for metagenomics with deep learningCode0
Fuzziness-based Spatial-Spectral Class Discriminant Information Preserving Active Learning for Hyperspectral Image ClassificationCode0
Improving GAN Training via Binarized Representation Entropy (BRE) RegularizationCode0
Class2Str: End to End Latent Hierarchy LearningCode0
Fuzzy Bayesian LearningCode0
Class-Attentive Diffusion Network for Semi-Supervised ClassificationCode0
A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide ImagesCode0
Interpretation of multi-label classification models using shapley valuesCode0
Learning Deep Parsimonious RepresentationsCode0
Leveraging Labeled and Unlabeled Data for Consistent Fair Binary ClassificationCode0
Learning to Self-Train for Semi-Supervised Few-Shot ClassificationCode0
DeepMUSIC: Multiple Signal Classification via Deep LearningCode0
Deep N-ary Error Correcting Output CodesCode0
FWLBP: A Scale Invariant Descriptor for Texture ClassificationCode0
Deep-Net: Deep Neural Network for Cyber Security Use CasesCode0
Deep Network Classification by Scattering and Homotopy Dictionary LearningCode0
Astraea: Self-balancing Federated Learning for Improving Classification Accuracy of Mobile Deep Learning ApplicationsCode0
Classification and clustering for observations of event time data using non-homogeneous Poisson process modelsCode0
Classification and Clustering of Arguments with Contextualized Word EmbeddingsCode0
Interpreting Adversarial Examples with AttributesCode0
A Closer Look at Domain Shift for Deep Learning in HistopathologyCode0
Channel selection using Gumbel SoftmaxCode0
Classification and Feature Transformation with Fuzzy Cognitive MapsCode0
GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal GraphsCode0
Deep Neural Network Architectures for Modulation ClassificationCode0
Estimation and Applications of Quantiles in Deep Binary ClassificationCode0
Binary Classification from Positive-Confidence DataCode0
Homogeneous Vector Capsules Enable Adaptive Gradient Descent in Convolutional Neural NetworksCode0
GADGET SVM: A Gossip-bAseD sub-GradiEnT Solver for Linear SVMsCode0
Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text ClassificationCode0
Binary Classification from Multiple Unlabeled Datasets via Surrogate Set ClassificationCode0
Kernel Principal Component Analysis and its Applications in Face Recognition and Active Shape ModelsCode0
Deep Neural Network Compression for Image Classification and Object DetectionCode0
(1 + )-class Classification: an Anomaly Detection Method for Highly Imbalanced or Incomplete Data SetsCode0
Binary Classification as a Phase Separation ProcessCode0
Deep Neural Network Ensembles for Time Series ClassificationCode0
Galaxy Morphology Classification using EfficientNet ArchitecturesCode0
An Extended Framework for Marginalized Domain AdaptationCode0
Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model TuningCode0
Deep neural network for traffic sign recognition systems: An analysis of spatial transformers and stochastic optimisation methodsCode0
Random deep neural networks are biased towards simple functionsCode0
Evaluating 35 Methods to Generate Structural Connectomes Using Pairwise ClassificationCode0
Deep Neural Networks for Bot DetectionCode0
Galaxy morphology prediction using capsule networksCode0
Binarized Neural Networks on the ImageNet Classification TaskCode0
HOPF: Higher Order Propagation Framework for Deep Collective ClassificationCode0
Evaluating data augmentation for financial time series classificationCode0
Learning Deep Representations Using Convolutional Auto-encoders with Symmetric Skip ConnectionsCode0
Aggressive, Repetitive, Intentional, Visible, and Imbalanced: Refining Representations for Cyberbullying ClassificationCode0
Evaluating Gammatone Frequency Cepstral Coefficients with Neural Networks for Emotion Recognition from SpeechCode0
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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