General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 626–650 of 14581 papers

Title	Date	Tasks	Status	Hype
PipeNet: Selective Modal Pipeline of Fusion Network for Multi-Modal Face Anti-Spoofing	Apr 24, 2020	Face Anti-SpoofingGeneral Classification	CodeCode Available	1
AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification	Apr 21, 2020	General Classificationimage-classification	CodeCode Available	1
Tensor Networks for Medical Image Classification	Apr 21, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1
OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer	Apr 20, 2020	ClassificationGeneral Classification	CodeCode Available	1
New Metrics Between Rational Spectra and their Connection to Optimal Transport	Apr 20, 2020	ClusteringGeneral Classification	CodeCode Available	1
Towards Understanding Normalization in Neural ODEs	Apr 20, 2020	General Classification	CodeCode Available	1
ESResNet: Environmental Sound Classification Based on Visual Domain Models	Apr 15, 2020	ClassificationEnvironmental Sound Classification	CodeCode Available	1
SPECTER: Document-level Representation Learning using Citation-informed Transformers	Apr 15, 2020	Citation PredictionDocument Classification	CodeCode Available	1
JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation	Apr 15, 2020	COVID-19 DiagnosisDiagnostic	CodeCode Available	1
A Framework for Enhancing Deep Neural Networks Against Adversarial Malware	Apr 15, 2020	General ClassificationMalware Classification	CodeCode Available	1
Melanoma Detection using Adversarial Training and Deep Transfer Learning	Apr 14, 2020	General ClassificationImage Generation	CodeCode Available	1
Melanoma Detection using Adversarial Training and Deep Transfer Learning	Apr 14, 2020	Conditional Image GenerationGeneral Classification	CodeCode Available	1
Learning from Aggregate Observations	Apr 14, 2020	Binary ClassificationClassification	CodeCode Available	1
Multi-source Attention for Unsupervised Domain Adaptation	Apr 14, 2020	Domain AdaptationGeneral Classification	CodeCode Available	1
Uncertainty estimation for classification and risk prediction on medical tabular data	Apr 13, 2020	General Classification	CodeCode Available	1
VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification	Apr 12, 2020	ClassificationGeneral Classification	CodeCode Available	1
Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network	Apr 11, 2020	ArticlesClassification	CodeCode Available	1
k-Nearest Neighbour Classifiers: 2nd Edition (with Python examples)	Apr 9, 2020	ClassificationGeneral Classification	CodeCode Available	1
Dendrite Net: A White-Box Module for Classification, Regression, and System Identification	Apr 8, 2020	AttributeBIG-bench Machine Learning	CodeCode Available	1
The Russian Drug Reaction Corpus and Neural Models for Drug Reactions and Effectiveness Detection in User Reviews	Apr 7, 2020	General Classificationnamed-entity-recognition	CodeCode Available	1
Deep Learning Based Text Classification: A Comprehensive Review	Apr 6, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1
Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection	Apr 4, 2020	ClassificationDecision Making	CodeCode Available	1
Gradient Centralization: A New Optimization Technique for Deep Neural Networks	Apr 3, 2020	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1
Hierarchical Image Classification using Entailment Cone Embeddings	Apr 2, 2020	ClassificationGeneral Classification	CodeCode Available	1
Supervised Learning with Quantum Measurements	Apr 2, 2020	Bayesian InferenceGeneral Classification	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