General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 926–950 of 14581 papers

Title	Date	Tasks	Status	Hype
Revisiting the Sibling Head in Object Detector	Mar 17, 2020	DisentanglementGeneral Classification	CodeCode Available	1
1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation	Mar 17, 2020	General ClassificationInstance Segmentation	CodeCode Available	1
RoBERTa-wwm-ext Fine-Tuning for Chinese Text Classification	Feb 24, 2021	ClassificationGeneral Classification	CodeCode Available	1
Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification	Dec 6, 2020	ClassificationGeneral Classification	CodeCode Available	1
Robust Loss Functions under Label Noise for Deep Neural Networks	Dec 27, 2017	Binary ClassificationClassification	CodeCode Available	1
An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks	Jul 31, 2020	Data AugmentationGeneral Classification	CodeCode Available	1
Rotation Equivariant Graph Convolutional Network for Spherical Image Classification	Jun 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure	May 27, 2020	BIG-bench Machine LearningDomain Adaptation	CodeCode Available	1
Sampling Generative Networks	Sep 14, 2016	AttributeBinary Classification	CodeCode Available	1
Scheduled Restart Momentum for Accelerated Stochastic Gradient Descent	Feb 24, 2020	General Classificationimage-classification	CodeCode Available	1
SciBERT: A Pretrained Language Model for Scientific Text	Mar 26, 2019	Citation Intent ClassificationDependency Parsing	CodeCode Available	1
See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification	Jan 26, 2019	Data AugmentationFine-Grained Image Classification	CodeCode Available	1
SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification	Dec 10, 2020	ClassificationGeneral Classification	CodeCode Available	1
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation	Nov 2, 2015	Crowd CountingDecoder	CodeCode Available	1
Selecting Relevant Features from a Multi-domain Representation for Few-shot Classification	Mar 20, 2020	feature selectionFew-Shot Image Classification	CodeCode Available	1
Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE	Jun 3, 2020	General Classificationimage-classification	CodeCode Available	1
Self-Supervised Classification Network	Mar 19, 2021	ClassificationClustering	CodeCode Available	1
Self-Supervised Prototypical Transfer Learning for Few-Shot Classification	Jun 19, 2020	ClassificationFew-Shot Learning	CodeCode Available	1
Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics	Apr 7, 2019	Action RecognitionGeneral Classification	CodeCode Available	1
Semantic Drift Compensation for Class-Incremental Learning	Apr 1, 2020	class-incremental learningClass Incremental Learning	CodeCode Available	1
Semantic Line Detection and Its Applications	Oct 1, 2017	ClassificationGeneral Classification	CodeCode Available	1
ALL-IN-1: Short Text Classification with One Model for All Languages	Oct 26, 2017	AllGeneral Classification	CodeCode Available	1
Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images	Dec 19, 2018	Deep LearningGeneral Classification	CodeCode Available	1
Semi-Supervised Learning with Ladder Networks	Jul 9, 2015	General ClassificationSemi-Supervised Image Classification	CodeCode Available	1
Learning Robust Global Representations by Penalizing Local Predictive Power	May 29, 2019	Domain AdaptationDomain Generalization	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