General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 476–500 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data	Jan 28, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	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
Adversarial examples for generative models	Feb 22, 2017	ClassificationGeneral Classification	CodeCode Available	1	5
BERT for Joint Intent Classification and Slot Filling	Feb 28, 2019	General Classificationintent-classification	CodeCode Available	1	5
AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification	Nov 1, 2018	General ClassificationMulti-Label Text Classification	CodeCode Available	1	5
Attention Transfer Network for Aspect-level Sentiment Classification	Oct 23, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds	Mar 29, 2020	3D Object ClassificationGeneral Classification	CodeCode Available	1	5
Going Deeper with Convolutions	Sep 17, 2014	General ClassificationImage Classification	CodeCode Available	1	5
Attentive Weights Generation for Few Shot Learning via Information Maximization	Jun 1, 2020	ClassificationFew-Shot Image Classification	CodeCode Available	1	5
GPU-based Self-Organizing Maps for Post-Labeled Few-Shot Unsupervised Learning	Sep 4, 2020	ClassificationClustering	CodeCode Available	1	5
Graph Backdoor	Jun 21, 2020	Backdoor AttackDescriptive	CodeCode Available	1	5
Variational Recurrent Neural Networks for Graph Classification	Feb 7, 2019	ClassificationGeneral Classification	CodeCode Available	1	5
Graph Convolutional Networks for Road Networks	Aug 30, 2019	AttributeBIG-bench Machine Learning	CodeCode Available	1	5
Graph Convolutional Networks for Text Classification	Sep 15, 2018	General ClassificationSentiment Analysis	CodeCode Available	1	5
Bidirectional-Convolutional LSTM Based Spectral-Spatial Feature Learning for Hyperspectral Image Classification	Mar 23, 2017	General ClassificationHyperspectral Image Classification	CodeCode Available	1	5
GraphHop: An Enhanced Label Propagation Method for Node Classification	Jan 7, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian Processes	Dec 12, 2020	Active LearningBinary Classification	CodeCode Available	1	5
A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss	Jun 2, 2020	DecoderGeneral Classification	CodeCode Available	1	5
Automated detection of COVID-19 cases using deep neural networks with X-ray images	Apr 28, 2020	Binary ClassificationCOVID-19 Diagnosis	CodeCode Available	1	5
Group-wise Inhibition based Feature Regularization for Robust Classification	Mar 3, 2021	ClassificationDiversity	CodeCode Available	1	5
Hard-Attention for Scalable Image Classification	Feb 20, 2021	ClassificationDeep Attention	CodeCode Available	1	5
Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices	Sep 12, 2023	General ClassificationMultimodal Text and Image Classification	CodeCode Available	1	5
Healing Products of Gaussian Processes	Feb 14, 2021	Gaussian ProcessesGeneral Classification	CodeCode Available	1	5
Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers	Jan 13, 2018	Adversarial TextGeneral Classification	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