General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2676–2700 of 14581 papers

Title	Date	Tasks	Status	Score
FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation	Oct 24, 2018	ClassificationFew-Shot Learning	CodeCode Available	5
Progressive Gradient Pruning for Classification, Detection and DomainAdaptation	Jun 20, 2019	ClassificationGeneral Classification	CodeCode Available	5
Calibrating Deep Convolutional Gaussian Processes	May 26, 2018	Decision MakingDecision Making Under Uncertainty	CodeCode Available	5
Deep Learning for Video Classification and Captioning	Sep 22, 2016	ClassificationDeep Learning	CodeCode Available	5
Deep localization of protein structures in fluorescence microscopy images	Oct 9, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Calibration tests in multi-class classification: A unifying framework	Oct 24, 2019	ClassificationGeneral Classification	CodeCode Available	5
An Improvement of Data Classification Using Random Multimodel Deep Learning (RMDL)	Aug 23, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Deep Neural Networks for Bot Detection	Feb 12, 2018	General ClassificationSentiment Analysis	CodeCode Available	5
Defending against Whitebox Adversarial Attacks via Randomized Discretization	Mar 25, 2019	Adversarial AttackGeneral Classification	CodeCode Available	5
Disease Prediction using Graph Convolutional Networks: Application to Autism Spectrum Disorder and Alzheimer's Disease	Jun 5, 2018	Disease PredictionGeneral Classification	CodeCode Available	5
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network	Nov 28, 2018	General Classificationimage-classification	CodeCode Available	5
Deep Learning Based Multi-Label Text Classification of UNGA Resolutions	Apr 1, 2020	ClassificationDeep Learning	CodeCode Available	5
Balanced Binary Neural Networks with Gated Residual	Sep 26, 2019	BinarizationGeneral Classification	CodeCode Available	5
An Inertial Newton Algorithm for Deep Learning	May 29, 2019	Deep LearningGeneral Classification	CodeCode Available	5
Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification	Jun 28, 2017	ClassificationDeep Learning	CodeCode Available	5
Deep learning at the shallow end: Malware classification for non-domain experts	Jul 22, 2018	ClassificationGeneral Classification	CodeCode Available	5
Fine grained classification for multi-source land cover mapping	Apr 4, 2020	ClassificationGeneral Classification	CodeCode Available	5
Fine-Grained Emotion Classification of Chinese Microblogs Based on Graph Convolution Networks	Dec 5, 2019	Dependency ParsingEmotion Classification	CodeCode Available	5
Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings	Feb 22, 2017	General Classification	CodeCode Available	5
Deep learning as a tool for neural data analysis: speech classification and cross-frequency coupling in human sensorimotor cortex	Mar 26, 2018	General Classification	CodeCode Available	5
Deep Learning Autoencoder Approach for Handwritten Arabic Digits Recognition	Jun 21, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Bag of Tricks for Retail Product Image Classification	Jan 12, 2020	ClassificationGeneral Classification	CodeCode Available	5
A Compact Convolutional Neural Network for Textured Surface Anomaly Detection	May 18, 2018	Anomaly DetectionAnomaly Segmentation	CodeCode Available	5
An Information Theory Approach on Deciding Spectroscopic Follow Ups	Nov 6, 2019	General ClassificationTime Series	CodeCode Available	5
Deep Learning Based Vehicle Make-Model Classification	Aug 23, 2018	ClassificationDeep Learning	CodeCode Available	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