General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 451–475 of 14581 papers

Title	Date	Tasks	Status	Hype
Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification	Aug 2, 2020	Deep LearningGeneral Classification	CodeCode Available	1
A Survey on Text Classification: From Shallow to Deep Learning	Aug 2, 2020	ClassificationDeep Learning	CodeCode Available	1
Land Cover Classification from Remote Sensing Images Based on Multi-Scale Fully Convolutional Network	Aug 1, 2020	General ClassificationLand Cover Classification	CodeCode Available	1
Fixing Localization Errors to Improve Image Classification	Aug 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification	Aug 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Distilling Visual Priors from Self-Supervised Learning	Aug 1, 2020	ClassificationContrastive Learning	CodeCode Available	1
An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks	Jul 31, 2020	Data AugmentationGeneral Classification	CodeCode Available	1
Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty	Jul 31, 2020	ClassificationGeneral Classification	CodeCode Available	1
Rethinking Recurrent Neural Networks and Other Improvements for Image Classification	Jul 30, 2020	General Classificationimage-classification	CodeCode Available	1
Generative Classifiers as a Basis for Trustworthy Image Classification	Jul 29, 2020	ClassificationGeneral Classification	CodeCode Available	1
Receptive-Field Regularized CNNs for Music Classification and Tagging	Jul 27, 2020	ClassificationGeneral Classification	CodeCode Available	1
The MAMe Dataset: On the relevance of High Resolution and Variable Shape image properties	Jul 27, 2020	ClassificationGeneral Classification	CodeCode Available	1
The Devil is in Classification: A Simple Framework for Long-tail Object Detection and Instance Segmentation	Jul 23, 2020	General ClassificationInstance Segmentation	CodeCode Available	1
Deep Network Ensemble Learning applied to Image Classification using CNN Trees	Jul 23, 2020	Ensemble LearningGeneral Classification	CodeCode Available	1
DeepKriging: Spatially Dependent Deep Neural Networks for Spatial Prediction	Jul 23, 2020	Gaussian ProcessesGeneral Classification	CodeCode Available	1
DEAL: Deep Evidential Active Learning for Image Classification	Jul 22, 2020	Active LearningClassification	CodeCode Available	1
Rethinking CNN Models for Audio Classification	Jul 22, 2020	Audio ClassificationClassification	CodeCode Available	1
BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text	Jul 21, 2020	General ClassificationOpinion Mining	CodeCode Available	1
Representative-Discriminative Learning for Open-set Land Cover Classification of Satellite Imagery	Jul 21, 2020	ClassificationGeneral Classification	CodeCode Available	1
Balanced Meta-Softmax for Long-Tailed Visual Recognition	Jul 21, 2020	General ClassificationInstance Segmentation	CodeCode Available	1
CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers	Jul 21, 2020	ClassificationData Augmentation	CodeCode Available	1
newsSweeper at SemEval-2020 Task 11: Context-Aware Rich Feature Representations For Propaganda Classification	Jul 21, 2020	ArticlesClassification	CodeCode Available	1
Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian Processes	Jul 20, 2020	ClassificationGaussian Processes	CodeCode Available	1
Gesture Recognition for Initiating Human-to-Robot Handovers	Jul 20, 2020	Binary ClassificationGeneral Classification	CodeCode Available	1
Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets	Jul 19, 2020	Binary ClassificationGeneral Classification	CodeCode Available	1

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All datasets XOR iris Activity Fashion-MNIST ISOLET Mice Protein MNIST Wine

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	KNN	Accuracy	93.1	—	Unverified
2	RF	Accuracy	92.96	—	Unverified
3	CART	Accuracy	92.82	—	Unverified
4	LDA	Accuracy	77.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified
2	XBNET	Accuracy	100	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	67.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	68.5	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	13.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	90.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified