General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1026–1050 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Denoising Adversarial Autoencoders	Mar 3, 2017	DenoisingGeneral Classification	CodeCode Available	1	5
Distribution Alignment: A Unified Framework for Long-tail Visual Recognition	Mar 30, 2021	General Classificationimage-classification	CodeCode Available	1	5
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces	May 31, 2020	EEGElectroencephalogram (EEG)	CodeCode Available	1	5
Adaptive XGBoost for Evolving Data Streams	May 15, 2020	Drift DetectionGeneral Classification	CodeCode Available	1	5
Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis	Oct 21, 2020	ClassificationDeep Learning	CodeCode Available	1	5
2kenize: Tying Subword Sequences for Chinese Script Conversion	May 7, 2020	General ClassificationTopic Classification	CodeCode Available	1	5
Deep Open Intent Classification with Adaptive Decision Boundary	Dec 18, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Deep Prototypical Networks with Hybrid Residual Attention for Hyperspectral Image Classification	Jun 25, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification	Mar 15, 2021	ClassificationDeep Reinforcement Learning	CodeCode Available	1	5
Deep Semantic Dictionary Learning for Multi-label Image Classification	Dec 23, 2020	ClassificationDictionary Learning	CodeCode Available	1	5
An Amharic News Text classification Dataset	Mar 10, 2021	ArticlesClassification	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
DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applications	Oct 29, 2018	General Classification	CodeCode Available	1	5
An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks	Jul 31, 2020	Data AugmentationGeneral 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
Dense Dilated Convolutions Merging Network for Land Cover Classification	Mar 9, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Dense Label Encoding for Boundary Discontinuity Free Rotation Detection	Nov 19, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Detecting Deepfakes with Metric Learning	Mar 19, 2020	Data CompressionFace Swapping	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
Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data Augmentation	Jul 16, 2020	Acoustic Scene ClassificationData Augmentation	CodeCode Available	1	5
An Empirical Study of Example Forgetting during Deep Neural Network Learning	Dec 12, 2018	General Classification	CodeCode Available	1	5
An End-to-End Architecture for Keyword Spotting and Voice Activity Detection	Nov 28, 2016	Action DetectionActivity Detection	CodeCode Available	1	5
Diffusion Mechanism in Residual Neural Network: Theory and Applications	May 7, 2021	Binary ClassificationClassification	CodeCode Available	1	5
A Data Set and a Convolutional Model for Iconography Classification in Paintings	Oct 6, 2020	General ClassificationImage Classification	CodeCode Available	1	5
Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Information	Sep 3, 2020	AttributeFairness	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