General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 676–700 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
First Steps Toward Camera Model Identification with Convolutional Neural Networks	Mar 3, 2016	General ClassificationImage Forensics	CodeCode Available	1	5
Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline	Dec 11, 2020	DiagnosticGeneral Classification	CodeCode Available	1	5
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set	Mar 31, 2020	BIG-bench Machine LearningBinary Classification	CodeCode Available	1	5
Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation	Aug 13, 2020	ClassificationFew-Shot Object Detection	CodeCode Available	1	5
Adversarially-Trained Deep Nets Transfer Better: Illustration on Image Classification	Jul 11, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification	Nov 11, 2020	ClassificationDecoder	CodeCode Available	1	5
Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers	Jul 23, 2021	Adversarial RobustnessGeneral Classification	CodeCode Available	1	5
Fruit Quality and Defect Image Classification with Conditional GAN Data Augmentation	Apr 12, 2021	ClassificationData Augmentation	CodeCode Available	1	5
Classification with Valid and Adaptive Coverage	Jun 3, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
A Computational Approach to Packet Classification	Feb 10, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
A Survey on Text Classification: From Shallow to Deep Learning	Aug 2, 2020	ClassificationDeep Learning	CodeCode Available	1	5
Atrial Fibrillation Detection and ECG Classification based on CNN-BiLSTM	Nov 12, 2020	Atrial Fibrillation DetectionClassification	CodeCode Available	1	5
Attentional-Biased Stochastic Gradient Descent	Dec 13, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
A Transformer-based Framework for Multivariate Time Series Representation Learning	Oct 6, 2020	Computational EfficiencyGeneral Classification	CodeCode Available	1	5
Adversarial Policy Gradient for Deep Learning Image Augmentation	Sep 9, 2019	ClassificationDeep Learning	CodeCode Available	1	5
Optimized spiking neurons classify images with high accuracy through temporal coding with two spikes	Jan 31, 2020	General Classificationimage-classification	CodeCode Available	1	5
Classification of Large-Scale High-Resolution SAR Images with Deep Transfer Learning	Jan 6, 2020	General ClassificationTransfer Learning	CodeCode Available	1	5
Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation	Jul 9, 2020	Few-Shot Image ClassificationFew-Shot Learning	CodeCode Available	1	5
Generalized Maximum Entropy for Supervised Classification	Jul 10, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Generating Representative Samples for Few-Shot Classification	May 5, 2022	Few-Shot LearningGeneral Classification	CodeCode Available	1	5
Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification	Feb 1, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
Generative Classifiers as a Basis for Trustworthy Image Classification	Jul 29, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification	Dec 24, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Gesture Recognition for Initiating Human-to-Robot Handovers	Jul 20, 2020	Binary ClassificationGeneral Classification	CodeCode Available	1	5
A few filters are enough: Convolutional Neural Network for P300 Detection	Sep 16, 2019	EEGElectroencephalogram (EEG)	CodeCode Available	1	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