General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1076–1100 of 14581 papers

Title	Date	Tasks	Status	Hype
Domain-Adversarial Training of Neural Networks	May 28, 2015	Domain AdaptationDomain Generalization	CodeCode Available	1
Weight Uncertainty in Neural Networks	May 20, 2015	Bayesian InferenceGeneral Classification	CodeCode Available	1
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	Feb 11, 2015	General Classificationimage-classification	CodeCode Available	1
Constrained Extreme Learning Machines: A Study on Classification Cases	Jan 25, 2015	ClassificationGeneral Classification	CodeCode Available	1
Deep Roto-Translation Scattering for Object Classification	Dec 30, 2014	ClassificationDictionary Learning	CodeCode Available	1
Deep metric learning using Triplet network	Dec 20, 2014	General ClassificationInformation Retrieval	CodeCode Available	1
Real-Time Grasp Detection Using Convolutional Neural Networks	Dec 9, 2014	General ClassificationGPU	CodeCode Available	1
Going Deeper with Convolutions	Sep 17, 2014	General ClassificationImage Classification	CodeCode Available	1
Very Deep Convolutional Networks for Large-Scale Image Recognition	Sep 4, 2014	Activity Recognition In VideosClassification	CodeCode Available	1
ImageNet Large Scale Visual Recognition Challenge	Sep 1, 2014	General Classificationimage-classification	CodeCode Available	1
Convolutional Neural Networks for Sentence Classification	Aug 25, 2014	Emotion Recognition in ConversationGeneral Classification	CodeCode Available	1
Large-Scale Video Classification with Convolutional Neural Networks	Jun 23, 2014	Action RecognitionClassification	CodeCode Available	1
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks	Dec 21, 2013	General ClassificationImage Classification	CodeCode Available	1
ADADELTA: An Adaptive Learning Rate Method	Dec 22, 2012	General Classification	CodeCode Available	1
Specialized text classification: an approach to classifying Open Banking transactions	Apr 10, 2025	General Classificationtext-classification	—Unverified	0
Universal Training of Neural Networks to Achieve Bayes Optimal Classification Accuracy	Jan 13, 2025	ClassificationGeneral Classification	—Unverified	0
Revisiting MLLMs: An In-Depth Analysis of Image Classification Abilities	Dec 21, 2024	AttributeClassification	—Unverified	0
Using Instruction-Tuned Large Language Models to Identify Indicators of Vulnerability in Police Incident Narratives	Dec 16, 2024	counterfactualGeneral Classification	CodeCode Available	0
Ramsey Theorems for Trees and a General 'Private Learning Implies Online Learning' Theorem	Jul 10, 2024	General ClassificationPAC learning	—Unverified	0
Cross-Block Fine-Grained Semantic Cascade for Skeleton-Based Sports Action Recognition	Apr 30, 2024	Action ClassificationAction Recognition	—Unverified	0
DiffuseMix: Label-Preserving Data Augmentation with Diffusion Models	Apr 5, 2024	Adversarial RobustnessData Augmentation	—Unverified	0
Large Stepsize Gradient Descent for Logistic Loss: Non-Monotonicity of the Loss Improves Optimization Efficiency	Feb 24, 2024	General Classification	—Unverified	0
Facial Beauty Analysis Using Distribution Prediction and CNN Ensembles	Dec 10, 2023	Face VerificationFacial Beauty Prediction	CodeCode Available	0
Improving performance of heart rate time series classification by grouping subjects	Nov 22, 2023	ClassificationGeneral Classification	—Unverified	0
Explainable and Accurate Natural Language Understanding for Voice Assistants and Beyond	Sep 25, 2023	General ClassificationIntent Detection	—Unverified	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