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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 6801–6850 of 14581 papers

TitleStatusHype
Globalness Detection in Online Social Network—0
Interactive Naming for Explaining Deep Neural Networks: A Formative Study—0
Consistent Robust Adversarial Prediction for General Multiclass ClassificationCode0
A Novel Variational Autoencoder with Applications to Generative Modelling, Classification, and Ordinal Regression—0
Imbalanced biomedical data classification using self-adaptive multilayer ELM combined with dynamic GAN—0
TOP-GAN: Label-Free Cancer Cell Classification Using Deep Learning with a Small Training Set—0
The Recognition Of Persian Phonemes Using PPNet—0
A Review of Meta-Reinforcement Learning for Deep Neural Networks Architecture Search—0
Instrument-Independent Dastgah Recognition of Iranian Classical Music Using AzarNet—0
Designing Adversarially Resilient Classifiers using Resilient Feature Engineering—0
Attending Category Disentangled Global Context for Image Classification—0
A Robust Deep Learning Approach for Automatic Classification of Seizures Against Non-seizures—0
Domain Adaptation on Graphs by Learning Graph Topologies: Theoretical Analysis and an Algorithm—0
Winter Road Surface Condition Recognition Using A Pretrained Deep Convolutional Network—0
Voiceprint recognition of Parkinson patients based on deep learning—0
Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation—0
Robust Graph Learning from Noisy DataCode0
HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology ImagesCode1
Pre-Trained Convolutional Neural Network Features for Facial Expression Recognition—0
Classification using Ensemble Learning under Weighted Misclassification LossCode0
Human Pose and Path Estimation from Aerial Video using Dynamic Classifier Selection—0
Fast MVAE: Joint separation and classification of mixed sources based on multichannel variational autoencoder with auxiliary classifier—0
Perturbation Analysis of Learning Algorithms: A Unifying Perspective on Generation of Adversarial Examples—0
Flatten-T Swish: a thresholded ReLU-Swish-like activation function for deep learningCode0
Generative adversarial networks for generation and classification of physical rehabilitation movement episodes—0
3DTI-Net: Learn Inner Transform Invariant 3D Geometry Features using Dynamic GCN—0
A short review on Applications of Deep learning for Cyber security—0
Few-shot classification in Named Entity Recognition TaskCode0
A Tutorial on Distance Metric Learning: Mathematical Foundations, Algorithms, Experimental Analysis, Prospects and Challenges (with Appendices on Mathematical Background and Detailed Algorithms Explanation)—0
Don't Classify, Translate: Multi-Level E-Commerce Product Categorization Via Machine Translation—0
Bias Mitigation Post-processing for Individual and Group Fairness—0
Exploiting Anti-monotonicity of Multi-label Evaluation Measures for Inducing Multi-label RulesCode0
Measuring Similarity: Computationally Reproducing the Scholar's Interests—0
Probabilistic Class-Specific Discriminant Analysis—0
Making Sense of Random Forest Probabilities: a Kernel Perspective—0
Rethinking Layer-wise Feature Amounts in Convolutional Neural Network ArchitecturesCode0
Nrityantar: Pose oblivious Indian classical dance sequence classification system—0
Why ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problemCode1
Local Probabilistic Model for Bayesian Classification: a Generalized Local Classification Model—0
Combining Sentinel-1 and Sentinel-2 Time Series via RNN for object-based land cover classification—0
ELASTIC: Improving CNNs with Dynamic Scaling PoliciesCode0
Learning Features of Network Structures Using Graphlets—0
Effectiveness of Hierarchical Softmax in Large Scale Classification Tasks—0
A robust hierarchical nominal classification method based on similarity and dissimilarity using loss function and an improved version of the deck of cards method—0
Gradient Descent Happens in a Tiny Subspace—0
Features Extraction Based on an Origami Representation of 3D Landmarks—0
Considering Race a Problem of Transfer Learning—0
An Empirical Study of Example Forgetting during Deep Neural Network LearningCode1
Thwarting Adversarial Examples: An L_0-RobustSparse Fourier Transform—0
LSTM-Based ECG Classification for Continuous Monitoring on Personal Wearable Devices—0
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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