General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 801–825 of 14581 papers

Title	Date	Tasks	Status	Hype
Incremental learning for the detection and classification of GAN-generated images	Oct 3, 2019	Face GenerationGeneral Classification	CodeCode Available	1
Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network	Sep 29, 2019	ClassificationGeneral Classification	CodeCode Available	1
A few filters are enough: Convolutional Neural Network for P300 Detection	Sep 16, 2019	EEGElectroencephalogram (EEG)	CodeCode Available	1
Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification	Sep 13, 2019	Federated LearningGeneral Classification	CodeCode Available	1
InceptionTime: Finding AlexNet for Time Series Classification	Sep 11, 2019	Deep LearningGeneral Classification	CodeCode Available	1
Adversarial Policy Gradient for Deep Learning Image Augmentation	Sep 9, 2019	ClassificationDeep Learning	CodeCode Available	1
Self-paced Ensemble for Highly Imbalanced Massive Data Classification	Sep 8, 2019	ClassificationGeneral Classification	CodeCode Available	1
Improved Hierarchical Patient Classification with Language Model Pretraining over Clinical Notes	Sep 6, 2019	General ClassificationLanguage Modeling	CodeCode Available	1
Supervised Multimodal Bitransformers for Classifying Images and Text	Sep 6, 2019	General ClassificationNatural Language Inference	CodeCode Available	1
Receptive-field-regularized CNN variants for acoustic scene classification	Sep 5, 2019	Acoustic Scene ClassificationClassification	CodeCode Available	1
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction	Sep 4, 2019	BenchmarkingGeneral Classification	CodeCode Available	1
Neural Attentive Bag-of-Entities Model for Text Classification	Sep 3, 2019	ClassificationGeneral Classification	CodeCode Available	1
Graph Convolutional Networks for Road Networks	Aug 30, 2019	AttributeBIG-bench Machine Learning	CodeCode Available	1
Learning Filter Basis for Convolutional Neural Network Compression	Aug 23, 2019	General Classificationimage-classification	CodeCode Available	1
LoRAS: An oversampling approach for imbalanced datasets	Aug 22, 2019	General Classification	CodeCode Available	1
Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification	Aug 17, 2019	Cancer ClassificationClassification	CodeCode Available	1
Few-shot Text Classification with Distributional Signatures	Aug 16, 2019	ClassificationFew-Shot Text Classification	CodeCode Available	1
Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data	Aug 13, 2019	3D Object Classification3D Point Cloud Classification	CodeCode Available	1
Model Agnostic Defence against Backdoor Attacks in Machine Learning	Aug 6, 2019	BIG-bench Machine LearningDecision Making	CodeCode Available	1
The HSIC Bottleneck: Deep Learning without Back-Propagation	Aug 5, 2019	ClassificationDeep Learning	CodeCode Available	1
PointHop: An Explainable Machine Learning Method for Point Cloud Classification	Jul 30, 2019	AttributeBIG-bench Machine Learning	CodeCode Available	1
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment	Jul 27, 2019	Adversarial TextGeneral Classification	CodeCode Available	1
DropEdge: Towards Deep Graph Convolutional Networks on Node Classification	Jul 25, 2019	ClassificationGeneral Classification	CodeCode Available	1
Node Attribute Generation on Graphs	Jul 23, 2019	AttributeData Augmentation	CodeCode Available	1
Efficient Pipeline for Camera Trap Image Review	Jul 15, 2019	General 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