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General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 961–970 of 14581 papers

Title	Date	Tasks	Status	Hype
Unsupervised Representation Learning by Predicting Image Rotations	Mar 21, 2018	General ClassificationRepresentation Learning	CodeCode Available	1
SentEval: An Evaluation Toolkit for Universal Sentence Representations	Mar 14, 2018	General ClassificationMulti-class Classification	CodeCode Available	1
Meta-Learning for Semi-Supervised Few-Shot Classification	Mar 2, 2018	General ClassificationMeta-Learning	CodeCode Available	1
Directional Statistics-based Deep Metric Learning for Image Classification and Retrieval	Feb 27, 2018	General Classificationimage-classification	CodeCode Available	1
Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives	Feb 21, 2018	General Classification	CodeCode Available	1
Mitigating Unwanted Biases with Adversarial Learning	Jan 22, 2018	FairnessGeneral Classification	CodeCode Available	1
Multivariate LSTM-FCNs for Time Series Classification	Jan 14, 2018	Action RecognitionActivity Recognition	CodeCode Available	1
Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers	Jan 13, 2018	Adversarial TextGeneral Classification	CodeCode Available	1
MINE: Mutual Information Neural Estimation	Jan 12, 2018	General Classification	CodeCode Available	1
Robust Loss Functions under Label Noise for Deep Neural Networks	Dec 27, 2017	Binary ClassificationClassification	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