General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 651–675 of 14581 papers

Title	Date	Tasks	Status	Hype
Detecting Deepfakes with Metric Learning	Mar 19, 2020	Data CompressionFace Swapping	CodeCode Available	1
Detection and Classification of Cardiac Arrhythmias by a Challenge-Best Deep Learning Neural Network Model	Feb 4, 2020	Arrhythmia DetectionGeneral Classification	CodeCode Available	1
Adversarial examples for generative models	Feb 22, 2017	ClassificationGeneral Classification	CodeCode Available	1
DiagSet: a dataset for prostate cancer histopathological image classification	May 9, 2021	ClassificationGeneral Classification	CodeCode Available	1
On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances and Million-AID	Jun 22, 2020	General ClassificationImage Classification	CodeCode Available	1
Rule Generation for Classification: Scalability, Interpretability, and Fairness	Apr 21, 2021	ClassificationFairness	CodeCode Available	1
DiscSense: Automated Semantic Analysis of Discourse Markers	Jun 2, 2020	ClassificationGeneral Classification	CodeCode Available	1
Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model	Jul 12, 2020	DecoderGeneral Classification	CodeCode Available	1
An End-to-End Architecture for Keyword Spotting and Voice Activity Detection	Nov 28, 2016	Action DetectionActivity Detection	CodeCode Available	1
Distribution-free binary classification: prediction sets, confidence intervals and calibration	Jun 18, 2020	Binary ClassificationClassification	CodeCode Available	1
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification	Dec 1, 2020	3D ArchitectureAction Recognition	CodeCode Available	1
Adversarial Feature Augmentation and Normalization for Visual Recognition	Mar 22, 2021	ClassificationData Augmentation	CodeCode Available	1
Zero-Shot Semantic Segmentation	Jun 3, 2019	General ClassificationSegmentation	CodeCode Available	1
SPECTER: Document-level Representation Learning using Citation-informed Transformers	Apr 15, 2020	Citation PredictionDocument Classification	CodeCode Available	1
Does Head Label Help for Long-Tailed Multi-Label Text Classification	Jan 24, 2021	General ClassificationMulti Label Text Classification	CodeCode Available	1
Domain-Adversarial Training of Neural Networks	May 28, 2015	Domain AdaptationDomain Generalization	CodeCode Available	1
InceptionTime: Finding AlexNet for Time Series Classification	Sep 11, 2019	Deep LearningGeneral Classification	CodeCode Available	1
DropClass and DropAdapt: Dropping classes for deep speaker representation learning	Feb 2, 2020	General ClassificationRepresentation Learning	CodeCode Available	1
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning	Nov 17, 2020	ClassificationContrastive Learning	CodeCode Available	1
Dynamic Few-Shot Visual Learning without Forgetting	Apr 25, 2018	Few-Shot Image ClassificationFew-Shot Learning	CodeCode Available	1
Editable Neural Networks	Apr 1, 2020	Face IdentificationGeneral Classification	CodeCode Available	1
EEG-Inception: An Accurate and Robust End-to-End Neural Network for EEG-based Motor Imagery Classification	Jan 24, 2021	Brain Computer InterfaceClassification	CodeCode Available	1
Efficient Set-Valued Prediction in Multi-Class Classification	Jun 19, 2019	ClassificationGeneral Classification	CodeCode Available	1
Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection	Oct 17, 2020	Binary ClassificationClassification	CodeCode Available	1
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction	Sep 4, 2019	BenchmarkingGeneral 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