General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 201–225 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Circumventing Outliers of AutoAugment with Knowledge Distillation	Mar 25, 2020	Data AugmentationGeneral Classification	CodeCode Available	1	5
Adversarial Attacks on Time Series	Feb 27, 2019	ClassificationDynamic Time Warping	CodeCode Available	1	5
Classification and understanding of cloud structures via satellite images with EfficientUNet	Sep 27, 2020	DecoderGeneral Classification	CodeCode Available	1	5
Classification-Based Anomaly Detection for General Data	May 5, 2020	Anomaly DetectionClassification	CodeCode Available	1	5
Adversarial Deep Network Embedding for Cross-network Node Classification	Feb 18, 2020	ClassificationDomain Adaptation	CodeCode Available	1	5
Classification Calibration for Long-tail Instance Segmentation	Oct 29, 2019	ClassificationGeneral Classification	CodeCode Available	1	5
Adversarially-Trained Deep Nets Transfer Better: Illustration on Image Classification	Jul 11, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Adversarial examples for generative models	Feb 22, 2017	ClassificationGeneral Classification	CodeCode Available	1	5
Adversarial Feature Augmentation and Normalization for Visual Recognition	Mar 22, 2021	ClassificationData Augmentation	CodeCode Available	1	5
Classification of Periodic Variable Stars with Novel Cyclic-Permutation Invariant Neural Networks	Nov 2, 2020	AstronomyFeature Engineering	CodeCode Available	1	5
Asymmetric Loss For Multi-Label Classification	Sep 29, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Classifying Scientific Publications with BERT -- Is Self-Attention a Feature Selection Method?	Jan 20, 2021	ArticlesClassification	CodeCode Available	1	5
Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification	Dec 24, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise	Nov 20, 2017	ClassificationGeneral Classification	CodeCode Available	1	5
Adversarial Policy Gradient for Deep Learning Image Augmentation	Sep 9, 2019	ClassificationDeep Learning	CodeCode Available	1	5
Adversarial Training for Free!	Apr 29, 2019	Adversarial AttackAdversarial Defense	CodeCode Available	1	5
Adversarial Reciprocal Points Learning for Open Set Recognition	Mar 1, 2021	General ClassificationOpen Set Learning	CodeCode Available	1	5
CNN-CASS: CNN for Classification of Coronary Artery Stenosis Score in MPR Images	Jan 23, 2020	General Classification	CodeCode Available	1	5
A Fair Comparison of Graph Neural Networks for Graph Classification	Dec 20, 2019	General ClassificationGraph Classification	CodeCode Available	1	5
Adversarial Training Methods for Semi-Supervised Text Classification	May 25, 2016	ClassificationGeneral Classification	CodeCode Available	1	5
Accumulated Polar Feature-based Deep Learning for Efficient and Lightweight Automatic Modulation Classification with Channel Compensation Mechanism	Jan 6, 2020	General Classification	CodeCode Available	1	5
Cold-Start Aware User and Product Attention for Sentiment Classification	Jun 14, 2018	ClassificationGeneral Classification	CodeCode Available	1	5
A Generic Visualization Approach for Convolutional Neural Networks	Jul 19, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
A few filters are enough: Convolutional Neural Network for P300 Detection	Sep 16, 2019	EEGElectroencephalogram (EEG)	CodeCode Available	1	5
A Self-supervised Approach for Adversarial Robustness	Jun 8, 2020	Adversarial RobustnessGeneral 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