General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 601–625 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Deep Semi-Supervised Learning for Time Series Classification	Feb 6, 2021	ClassificationData Augmentation	CodeCode Available	1	5
DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing	Nov 7, 2016	Activity RecognitionGeneral Classification	CodeCode Available	1	5
DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning	Oct 9, 2018	ClassificationDeep Learning	CodeCode Available	1	5
An Empirical Analysis of Image-Based Learning Techniques for Malware Classification	Mar 24, 2021	Deep LearningGeneral Classification	CodeCode Available	1	5
An Empirical Study of Example Forgetting during Deep Neural Network Learning	Dec 12, 2018	General Classification	CodeCode Available	1	5
Denoising Adversarial Autoencoders	Mar 3, 2017	DenoisingGeneral Classification	CodeCode Available	1	5
Classification and understanding of cloud structures via satellite images with EfficientUNet	Sep 27, 2020	DecoderGeneral Classification	CodeCode Available	1	5
Detection and Classification of Cardiac Arrhythmias by a Challenge-Best Deep Learning Neural Network Model	Feb 4, 2020	Arrhythmia DetectionGeneral Classification	CodeCode Available	1	5
DiagSet: a dataset for prostate cancer histopathological image classification	May 9, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
A Neural Few-Shot Text Classification Reality Check	Jan 28, 2021	ClassificationFew-Shot Text Classification	CodeCode Available	1	5
An evidential classifier based on Dempster-Shafer theory and deep learning	Mar 25, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction	Sep 4, 2019	BenchmarkingGeneral Classification	CodeCode Available	1	5
A new Backdoor Attack in CNNs by training set corruption without label poisoning	Feb 12, 2019	Backdoor AttackGeneral Classification	CodeCode Available	1	5
Directional Statistics-based Deep Metric Learning for Image Classification and Retrieval	Feb 27, 2018	General Classificationimage-classification	CodeCode Available	1	5
Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning	Mar 9, 2020	Few-Shot LearningGeneral Classification	CodeCode Available	1	5
DiscSense: Automated Semantic Analysis of Discourse Markers	Jun 2, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Distilling Visual Priors from Self-Supervised Learning	Aug 1, 2020	ClassificationContrastive Learning	CodeCode Available	1	5
Distribution Alignment: A Unified Framework for Long-tail Visual Recognition	Mar 30, 2021	General Classificationimage-classification	CodeCode Available	1	5
Character-level Convolutional Networks for Text Classification	Sep 4, 2015	General ClassificationSentiment Analysis	CodeCode Available	1	5
Adversarial Discriminative Domain Adaptation	Feb 17, 2017	Domain AdaptationGeneral Classification	CodeCode Available	1	5
DocBERT: BERT for Document Classification	Apr 17, 2019	ClassificationDocument Classification	CodeCode Available	1	5
DocSCAN: Unsupervised Text Classification via Learning from Neighbors	May 9, 2021	ClassificationClustering	CodeCode Available	1	5
Domain-Adversarial Training of Neural Networks	May 28, 2015	Domain AdaptationDomain Generalization	CodeCode Available	1	5
Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization	Sep 27, 2020	ClassificationDomain Generalization	CodeCode Available	1	5
ChestX-Det10: Chest X-ray Dataset on Detection of Thoracic Abnormalities	Jun 17, 2020	ClassificationGeneral Classification	CodeCode Available	1	5

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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