General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 701–725 of 14581 papers

Title	Date	Tasks	Status	Hype
Fast Learning of Temporal Action Proposal via Dense Boundary Generator	Nov 11, 2019	General ClassificationOptical Flow Estimation	CodeCode Available	1
Adversarial Training for Free!	Apr 29, 2019	Adversarial AttackAdversarial Defense	CodeCode Available	1
An Unsupervised Autoregressive Model for Speech Representation Learning	Apr 5, 2019	General Classificationmodel	CodeCode Available	1
A Practioner's Guide to Evaluating Entity Resolution Results	Sep 14, 2015	ClusteringEntity Resolution	CodeCode Available	1
Federated Transfer Learning for EEG Signal Classification	Apr 26, 2020	ClassificationDomain Adaptation	CodeCode Available	1
Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies	Oct 26, 2020	General ClassificationGraph Classification	CodeCode Available	1
Adversarial Training Methods for Semi-Supervised Text Classification	May 25, 2016	ClassificationGeneral Classification	CodeCode Available	1
Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier	Jan 3, 2021	ClassificationCross-Domain Few-Shot	CodeCode Available	1
Few-Shot One-Class Classification via Meta-Learning	Jul 8, 2020	Anomaly DetectionClassification	CodeCode Available	1
Few-Shot Open-Set Recognition using Meta-Learning	May 27, 2020	ClassificationGeneral Classification	CodeCode Available	1
Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning	Mar 12, 2021	ClassificationData Augmentation	CodeCode Available	1
Financial Time Series Data Processing for Machine Learning	Jul 3, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
Fine-Grained 3D Shape Classification with Hierarchical Part-View Attentions	May 26, 2020	3D Shape ClassificationGeneral Classification	CodeCode Available	1
Few-Shot Classification with Feature Map Reconstruction Networks	Dec 2, 2020	ClassificationCross-Domain Few-Shot	CodeCode Available	1
Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches	Mar 8, 2020	ClassificationFine-Grained Image Classification	CodeCode Available	1
Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features	Jan 31, 2021	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1
Fixing Localization Errors to Improve Image Classification	Aug 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning	Mar 9, 2020	Few-Shot LearningGeneral Classification	CodeCode Available	1
A new Backdoor Attack in CNNs by training set corruption without label poisoning	Feb 12, 2019	Backdoor AttackGeneral Classification	CodeCode Available	1
Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers	Jul 23, 2021	Adversarial RobustnessGeneral Classification	CodeCode Available	1
From Parity to Preference-based Notions of Fairness in Classification	Jun 30, 2017	ClassificationDecision Making	CodeCode Available	1
A Fair Comparison of Graph Neural Networks for Graph Classification	Dec 20, 2019	General ClassificationGraph Classification	CodeCode Available	1
A Fast 3D CNN for Hyperspectral Image Classification	Apr 29, 2020	ClassificationGeneral Classification	CodeCode Available	1
Tent: Fully Test-time Adaptation by Entropy Minimization	Jun 18, 2020	Domain AdaptationGeneral Classification	CodeCode Available	1
Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification	Dec 9, 2020	Anomaly DetectionAtrial Fibrillation Detection	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