General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 626–650 of 14581 papers

Title	Date	Tasks	Status	Hype
Decoupling Representation and Classifier for Long-Tailed Recognition	Oct 21, 2019	ClassificationGeneral Classification	CodeCode Available	1
A Comparison of 1-D and 2-D Deep Convolutional Neural Networks in ECG Classification	Oct 16, 2018	ECG ClassificationElectrocardiography (ECG)	CodeCode Available	1
Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization	Apr 15, 2019	Fine-Grained Visual RecognitionGeneral Classification	CodeCode Available	1
DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning	Mar 15, 2020	ClassificationFew-Shot Image Classification	CodeCode Available	1
Deeper or Wider Networks of Point Clouds with Self-attention?	Nov 29, 2020	ClassificationGeneral Classification	CodeCode Available	1
An Empirical Study of Example Forgetting during Deep Neural Network Learning	Dec 12, 2018	General Classification	CodeCode Available	1
Adversarial Attacks on Time Series	Feb 27, 2019	ClassificationDynamic Time Warping	CodeCode Available	1
Deep Hypergraph U-Net for Brain Graph Embedding and Classification	Aug 30, 2020	ClassificationDiagnostic	CodeCode Available	1
Adversarial Autoencoders	Nov 18, 2015	ClusteringData Visualization	CodeCode Available	1
Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty	Nov 14, 2020	General ClassificationWeakly-supervised Learning	CodeCode Available	1
DeepKriging: Spatially Dependent Deep Neural Networks for Spatial Prediction	Jul 23, 2020	Gaussian ProcessesGeneral Classification	CodeCode Available	1
Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles	Jun 20, 2019	Aerial Scene ClassificationGeneral Classification	CodeCode Available	1
Deep Learning Based Text Classification: A Comprehensive Review	Apr 6, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1
A Fair Comparison of Graph Neural Networks for Graph Classification	Dec 20, 2019	General ClassificationGraph Classification	CodeCode Available	1
Deep Network Ensemble Learning applied to Image Classification using CNN Trees	Jul 23, 2020	Ensemble LearningGeneral Classification	CodeCode Available	1
Deep Packet: A Novel Approach For Encrypted Traffic Classification Using Deep Learning	Sep 8, 2017	General ClassificationTraffic Classification	CodeCode Available	1
Deep Prototypical Networks with Hybrid Residual Attention for Hyperspectral Image Classification	Jun 25, 2020	ClassificationGeneral Classification	CodeCode Available	1
Adversarial Deep Network Embedding for Cross-network Node Classification	Feb 18, 2020	ClassificationDomain Adaptation	CodeCode Available	1
DeepScores -- A Dataset for Segmentation, Detection and Classification of Tiny Objects	Mar 27, 2018	General ClassificationObject	CodeCode Available	1
Deep Semi-Supervised Learning for Time Series Classification	Feb 6, 2021	ClassificationData Augmentation	CodeCode Available	1
Adversarial Discriminative Domain Adaptation	Feb 17, 2017	Domain AdaptationGeneral Classification	CodeCode Available	1
DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning	Oct 9, 2018	ClassificationDeep Learning	CodeCode Available	1
Delving Deep into Label Smoothing	Nov 25, 2020	ClassificationGeneral Classification	CodeCode Available	1
Denoising Multi-Source Weak Supervision for Neural Text Classification	Oct 9, 2020	ClassificationDenoising	CodeCode Available	1
An Empirical Analysis of Image-Based Learning Techniques for Malware Classification	Mar 24, 2021	Deep LearningGeneral 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