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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 2051–2100 of 14581 papers

TitleStatusHype
Variational Bayes Neural Network: Posterior Consistency, Classification Accuracy and Computational Challenges—0
End-To-End Dilated Variational Autoencoder with Bottleneck Discriminative Loss for Sound Morphing -- A Preliminary Study—0
Novel Classification of Ischemic Heart Disease Using Artificial Neural Network—0
Classification by Attention: Scene Graph Classification with Prior Knowledge—0
On the Dynamics of Training Attention ModelsCode0
On Focal Loss for Class-Posterior Probability Estimation: A Theoretical Perspective—0
Binary Classification of Gaussian Mixtures: Abundance of Support Vectors, Benign Overfitting and Regularization—0
Neural network approximation and estimation of classifiers with classification boundary in a Barron class—0
Shaping Deep Feature Space towards Gaussian Mixture for Visual Classification—0
Deep learning models for gastric signet ring cell carcinoma classification in whole slide images—0
Kidney Level Lupus Nephritis Classification using Uncertainty Guided Bayesian Convolutional Neural NetworksCode0
Probing Fairness of Mobile Ocular Biometrics Methods Across Gender on VISOB 2.0 Dataset—0
A Simple Framework to Quantify Different Types of Uncertainty in Deep Neural Networks for Image Classification—0
C-Learning: Learning to Achieve Goals via Recursive Classification—0
Towards All-around Knowledge Transferring: Learning From Task-irrelevant Labels—0
Multimodal Prototypical Networks for Few-shot Learning—0
Semi-supervised Learning of Galaxy Morphology using Equivariant Transformer Variational Autoencoders—0
Use HiResCAM instead of Grad-CAM for faithful explanations of convolutional neural networksCode0
Probing Predictions on OOD Images via Nearest CategoriesCode0
Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response—0
A Transfer Learning Based Active Learning Framework for Brain Tumor Classification—0
Multi-label classification: do Hamming loss and subset accuracy really conflict with each other?Code0
Theoretical Insights Into Multiclass Classification: A High-dimensional Asymptotic View—0
Real-Time Radio Technology and Modulation Classification via an LSTM Auto-Encoder—0
Adversarially Robust Classification based on GLRT—0
Redesigning the classification layer by randomizing the class representation vectors—0
In-Car driver response classification using Deep Learning (CNN) based Computer VisionCode0
Personalized Cardiovascular Disease Risk Mitigation via Longitudinal Inverse Classification—0
Declarative Approaches to Counterfactual Explanations for Classification—0
Precision-Recall Curve (PRC) Classification Trees—0
Deep multi-modal networks for book genre classification based on its cover—0
Direct Classification of Emotional Intensity—0
hyper-sinh: An Accurate and Reliable Function from Shallow to Deep Learning in TensorFlow and KerasCode0
Pollen Grain Microscopic Image Classification Using an Ensemble of Fine-Tuned Deep Convolutional Neural Networks—0
SAG-GAN: Semi-Supervised Attention-Guided GANs for Data Augmentation on Medical Images—0
Supervised Text Classification using Text Search—0
Automatic classification of multiple catheters in neonatal radiographs with deep learning—0
Pneumothorax and chest tube classification on chest x-rays for detection of missed pneumothorax—0
Cost-Sensitive Machine Learning Classification for Mass Tuberculosis Verbal Screening—0
CatFedAvg: Optimising Communication-efficiency and Classification Accuracy in Federated Learning—0
Texture image classification based on a pseudo-parabolic diffusion model—0
Classification of Reverse-Engineered Class Diagram and Forward-Engineered Class Diagram using Machine Learning—0
TDAsweep: A Novel Dimensionality Reduction Method for Image Classification Tasks—0
G-RCN: Optimizing the Gap between Classification and Localization Tasks for Object Detection—0
Metastatic Cancer Image Classification Based On Deep Learning Method—0
LULC classification by semantic segmentation of satellite images using FastFCN—0
Power System Event Identification based on Deep Neural Network with Information Loading—0
In-Memory Nearest Neighbor Search with FeFET Multi-Bit Content-Addressable Memories—0
Multi-layered tensor networks for image classificationCode0
Deep learning-based classification of fine hand movements from low frequency EEG—0
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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