General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 5251–5275 of 14581 papers

Title	Date	Tasks	Status	Hype
PyramNet: Point Cloud Pyramid Attention Network and Graph Embedding Module for Classification and Segmentation	Jun 7, 2019	General ClassificationGraph Embedding	—Unverified	0
Variational Resampling Based Assessment of Deep Neural Networks under Distribution Shift	Jun 7, 2019	Domain AdaptationDomain Generalization	CodeCode Available	0
Globally-Aware Multiple Instance Classifier for Breast Cancer Screening	Jun 7, 2019	General ClassificationMedical Image Analysis	—Unverified	0
Equalized odds postprocessing under imperfect group information	Jun 7, 2019	AttributeFairness	CodeCode Available	0
Deep Learning For Experimental Hybrid Terrestrial and Satellite Interference Management	Jun 7, 2019	Deep LearningGeneral Classification	—Unverified	0
Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding	Jun 7, 2019	Depth EstimationGeneral Classification	—Unverified	0
Robustness for Non-Parametric Classification: A Generic Attack and Defense	Jun 7, 2019	Adversarial AttackAdversarial Defense	CodeCode Available	0
FSPool: Learning Set Representations with Featurewise Sort Pooling	Jun 6, 2019	General Classification	CodeCode Available	0
Iterative Self-Learning: Semi-Supervised Improvement to Dataset Volumes and Model Accuracy	Jun 6, 2019	ClassificationGeneral Classification	—Unverified	0
From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation	Jun 6, 2019	Binary ClassificationGeneral Classification	—Unverified	0
Scene and Environment Monitoring Using Aerial Imagery and Deep Learning	Jun 6, 2019	Decision MakingDeep Learning	—Unverified	0
Robust Attacks against Multiple Classifiers	Jun 6, 2019	General Classificationimage-classification	CodeCode Available	0
Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications	Jun 6, 2019	General ClassificationMulti-Label Text Classification	CodeCode Available	0
Using anomaly detection to support classification of fast running (packaging) processes	Jun 6, 2019	Anomaly DetectionGeneral Classification	—Unverified	0
Primal-Dual Block Frank-Wolfe	Jun 6, 2019	General ClassificationMulti-class Classification	CodeCode Available	0
Selecting Biomarkers for building optimal treatment selection rules using Kernel Machines	Jun 6, 2019	feature selectionGeneral Classification	—Unverified	0
Should Adversarial Attacks Use Pixel p-Norm?	Jun 6, 2019	Adversarial AttackBIG-bench Machine Learning	—Unverified	0
Guided learning for weakly-labeled semi-supervised sound event detection	Jun 6, 2019	Audio TaggingBoundary Detection	CodeCode Available	0
GIBBONFINDR: An R package for the detection and classification of acoustic signals	Jun 6, 2019	Acoustic ModellingBIG-bench Machine Learning	CodeCode Available	1
Application of Machine Learning to accidents detection at directional drilling	Jun 6, 2019	BIG-bench Machine LearningGeneral Classification	—Unverified	0
A Method for Evaluating Chimeric Synchronization of Coupled Oscillators and Its Application for Creating a Neural Network Information Converter	Jun 6, 2019	General Classification	—Unverified	0
Flexibly Fair Representation Learning by Disentanglement	Jun 6, 2019	DisentanglementFairness	—Unverified	0
Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert Domains	Jun 6, 2019	DiagnosticGeneral Classification	—Unverified	0
Collage Inference: Achieving low tail latency during distributed image classification using coded redundancy models	Jun 5, 2019	BIG-bench Machine LearningGeneral Classification	—Unverified	0
A Deep Learning Framework for Classification of in vitro Multi-Electrode Array Recordings	Jun 5, 2019	Cultural Vocal Bursts Intensity PredictionGeneral Classification	—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