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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 2001–2050 of 14581 papers

TitleStatusHype
Multidimensional Persistence Module Classification via Lattice-Theoretic Convolutions—0
Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to COVID-19 diagnosis in chest X-ray images—0
Drone classification from RF fingerprints using deep residual nets—0
An anatomically-informed 3D CNN for brain aneurysm classification with weak labels—0
ClusterFace: Joint Clustering and Classification for Set-Based Face Recognition—0
Towards better heartbeat segmentation with deep learning classificationCode0
Data-Efficient Classification of Radio GalaxiesCode0
Deep-learning coupled with novel classification method to classify the urban environment of the developing world—0
Zero-Shot Audio Classification with Factored Linear and Nonlinear Acoustic-Semantic Projections—0
Contrastive Representation Learning for Whole Brain Cytoarchitectonic Mapping in Histological Human Brain Sections—0
CRACT: Cascaded Regression-Align-Classification for Robust Visual Tracking—0
Multiclass non-Adversarial Image Synthesis, with Application to Classification from Very Small Sample—0
Adversarial Evaluation of Multimodal Models under Realistic Gray Box Assumption—0
Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-raysCode0
Zero-Shot Audio Classification via Semantic Embeddings—0
Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare—0
Classification supporting COVID-19 diagnostics based on patient survey data—0
Minimum Variance Embedded Auto-associative Kernel Extreme Learning Machine for One-class Classification—0
Classification of Priorities Such That Deferred Acceptance is Obviously Strategyproof—0
On Adversarial Robustness of 3D Point Cloud Classification under Adaptive Attacks—0
Neural Text Classification by Jointly Learning to Cluster and Align—0
RTFN: A Robust Temporal Feature Network for Time Series Classification—0
Multi-task Learning for Human Settlement Extent Regression and Local Climate Zone Classification—0
Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging—0
The Emerging Trends of Multi-Label Learning—0
Cancer image classification based on DenseNet model—0
Detection and Classification of mental illnesses on social media using RoBERTa—0
Using Machine Learning and Natural Language Processing Techniques to Analyze and Support Moderation of Student Book Discussions—0
Learning Quantized Neural Nets by Coarse Gradient Method for Non-linear Classification—0
Automatic Detection and Classification of Tick-borne Skin Lesions using Deep Learning—0
Uncovering the Bias in Facial Expressions—0
Exploring Alternatives to Softmax FunctionCode0
Automatic Recognition of the Supraspinatus Tendinopathy from Ultrasound Images using Convolutional Neural Networks—0
Stacked Graph FilterCode0
Self-Supervised Transformers for Activity Classification using Ambient Sensors—0
Predictive maintenance on event logs: Application on an ATM fleet—0
A non-autonomous equation discovery method for time signal classification—0
Learning Class Unique Features in Fine-Grained Visual Classification—0
Revisiting graph neural networks and distance encoding from a practical viewCode0
Adversarial Classification: Necessary conditions and geometric flows—0
Deep learning for video game genre classification—0
Sequential Targeting: an incremental learning approach for data imbalance in text classification—0
Combining Deep Transfer Learning with Signal-image Encoding for Multi-Modal Mental Wellbeing Classification—0
Data-Driven Modulation and Antenna Classification of Wireless Digital Communication Signals—0
Targeted Self Supervision for Classification on a Small COVID-19 CT Scan DatasetCode0
Adversarial Training for EM Classification Networks—0
Improvement of Classification in One-Stage DetectorCode0
GAN based ball screw drive picture database enlargement for failure classification—0
3D attention mechanism for fine-grained classification of table tennis strokes using a Twin Spatio-Temporal Convolutional Neural Networks—0
A Theory on AI Uncertainty Based on Rademacher Complexity and Shannon Entropy—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