General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 5926–5950 of 14581 papers

Title	Date	Tasks	Status	Hype
Signal2Image Modules in Deep Neural Networks for EEG Classification	Apr 18, 2019	ClassificationEEG	CodeCode Available	0
Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss	Apr 18, 2019	ClassificationDeep Learning	—Unverified	0
Human Motion Prediction via Pattern Completion in Latent Representation Space	Apr 18, 2019	Action ClassificationGeneral Classification	—Unverified	0
Explaining Deep Classification of Time-Series Data with Learned Prototypes	Apr 18, 2019	ClassificationDecision Making	CodeCode Available	0
End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network	Apr 18, 2019	Environmental Sound ClassificationGeneral Classification	CodeCode Available	0
RepGN:Object Detection with Relational Proposal Graph Network	Apr 18, 2019	General ClassificationGraph Learning	—Unverified	0
On The Classification-Distortion-Perception Tradeoff	Apr 18, 2019	ClassificationGeneral Classification	—Unverified	0
Unsupervised Open Domain Recognition by Semantic Discrepancy Minimization	Apr 18, 2019	ClassificationGeneral Classification	CodeCode Available	0
Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation	Apr 18, 2019	Decision MakingDiagnostic	CodeCode Available	0
The Simplest Thing That Can Possibly Work: Pseudo-Relevance Feedback Using Text Classification	Apr 18, 2019	General Classificationtext-classification	—Unverified	0
Gotta Catch 'Em All: Using Honeypots to Catch Adversarial Attacks on Neural Networks	Apr 18, 2019	Adversarial AttackAdversarial Attack Detection	CodeCode Available	0
Examining the Capability of GANs to Replace Real Biomedical Images in Classification Models Training	Apr 18, 2019	BIG-bench Machine LearningGeneral Classification	—Unverified	0
Class specific or shared? A cascaded dictionary learning framework for image classification	Apr 17, 2019	Dictionary LearningGeneral Classification	—Unverified	0
DocBERT: BERT for Document Classification	Apr 17, 2019	ClassificationDocument Classification	CodeCode Available	1
An Online Learning Approach for Dengue Fever Classification	Apr 17, 2019	ClassificationDiagnostic	—Unverified	0
Correlated Logistic Model With Elastic Net Regularization for Multilabel Image Classification	Apr 17, 2019	Classificationfeature selection	—Unverified	0
Interpreting Adversarial Examples with Attributes	Apr 17, 2019	AttributeGeneral Classification	CodeCode Available	0
A large-scale field test on word-image classification in large historical document collections using a traditional and two deep-learning methods	Apr 17, 2019	General Classificationimage-classification	—Unverified	0
General Purpose (GenP) Bioimage Ensemble of Handcrafted and Learned Features with Data Augmentation	Apr 17, 2019	Data AugmentationGeneral Classification	—Unverified	0
2D Car Detection in Radar Data with PointNets	Apr 17, 2019	2D Object DetectionClassification	—Unverified	0
Learning Interpretable Disentangled Representations using Adversarial VAEs	Apr 17, 2019	ClusteringDisentanglement	—Unverified	0
3D Object Recognition with Ensemble Learning --- A Study of Point Cloud-Based Deep Learning Models	Apr 17, 2019	3D Classification3D Object Detection	CodeCode Available	0
Bonsai -- Diverse and Shallow Trees for Extreme Multi-label Classification	Apr 17, 2019	ClassificationExtreme Multi-Label Classification	CodeCode Available	0
Neural Message Passing for Multi-Label Classification	Apr 17, 2019	ClassificationGeneral Classification	CodeCode Available	1
Sparseout: Controlling Sparsity in Deep Networks	Apr 17, 2019	General Classificationimage-classification	CodeCode Available	0

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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