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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1251–1300 of 14581 papers

TitleStatusHype
Shaping Deep Feature Space towards Gaussian Mixture for Visual Classification—0
On Focal Loss for Class-Posterior Probability Estimation: A Theoretical Perspective—0
Neural network approximation and estimation of classifiers with classification boundary in a Barron class—0
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive LearningCode1
Use HiResCAM instead of Grad-CAM for faithful explanations of convolutional neural networksCode0
Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response—0
C-Learning: Learning to Achieve Goals via Recursive Classification—0
Probing Fairness of Mobile Ocular Biometrics Methods Across Gender on VISOB 2.0 Dataset—0
Multimodal Prototypical Networks for Few-shot Learning—0
Probing Predictions on OOD Images via Nearest CategoriesCode0
Towards All-around Knowledge Transferring: Learning From Task-irrelevant Labels—0
A Simple Framework to Quantify Different Types of Uncertainty in Deep Neural Networks for Image Classification—0
Semi-supervised Learning of Galaxy Morphology using Equivariant Transformer Variational Autoencoders—0
Neural Semi-supervised Learning for Text Classification Under Large-Scale PretrainingCode1
In-Car driver response classification using Deep Learning (CNN) based Computer VisionCode0
A Transfer Learning Based Active Learning Framework for Brain Tumor Classification—0
Theoretical Insights Into Multiclass Classification: A High-dimensional Asymptotic View—0
Personalized Cardiovascular Disease Risk Mitigation via Longitudinal Inverse Classification—0
Adversarially Robust Classification based on GLRT—0
Real-Time Radio Technology and Modulation Classification via an LSTM Auto-Encoder—0
Redesigning the classification layer by randomizing the class representation vectors—0
Multi-label classification: do Hamming loss and subset accuracy really conflict with each other?Code0
Precision-Recall Curve (PRC) Classification Trees—0
hyper-sinh: An Accurate and Reliable Function from Shallow to Deep Learning in TensorFlow and KerasCode0
Declarative Approaches to Counterfactual Explanations for Classification—0
Deep multi-modal networks for book genre classification based on its cover—0
SAG-GAN: Semi-Supervised Attention-Guided GANs for Data Augmentation on Medical Images—0
Pollen Grain Microscopic Image Classification Using an Ensemble of Fine-Tuned Deep Convolutional Neural Networks—0
Direct Classification of Emotional Intensity—0
G-RCN: Optimizing the Gap between Classification and Localization Tasks for Object Detection—0
Supervised Text Classification using Text Search—0
Cost-Sensitive Machine Learning Classification for Mass Tuberculosis Verbal Screening—0
CatFedAvg: Optimising Communication-efficiency and Classification Accuracy in Federated Learning—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
Texture image classification based on a pseudo-parabolic diffusion model—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
Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min UncertaintyCode1
In-Memory Nearest Neighbor Search with FeFET Multi-Bit Content-Addressable Memories—0
Deep learning-based classification of fine hand movements from low frequency EEG—0
Metastatic Cancer Image Classification Based On Deep Learning Method—0
Power System Event Identification based on Deep Neural Network with Information Loading—0
LULC classification by semantic segmentation of satellite images using FastFCN—0
One Explanation is Not Enough: Structured Attention Graphs for Image ClassificationCode1
Multi-layered tensor networks for image classificationCode0
Fairness and Robustness in Invariant Learning: A Case Study in Toxicity ClassificationCode0
Gaussian RAM: Lightweight Image Classification via Stochastic Retina-Inspired Glimpse and Reinforcement LearningCode1
Atrial Fibrillation Detection and ECG Classification based on CNN-BiLSTMCode1
Augmenting BERT Carefully with Underrepresented Linguistic Features—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