General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 951–975 of 14581 papers

Title	Date	Tasks	Status	Hype
Wavelet Convolutional Neural Networks	May 20, 2018	General Classificationimage-classification	CodeCode Available	1
Training Classifiers with Natural Language Explanations	May 10, 2018	Binary ClassificationGeneral Classification	CodeCode Available	1
Robust Classification with Convolutional Prototype Learning	May 9, 2018	ClassificationGeneral Classification	CodeCode Available	1
Label Refinery: Improving ImageNet Classification through Label Progression	May 7, 2018	ClassificationGeneral Classification	CodeCode Available	1
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination	May 5, 2018	Contrastive LearningGeneral Classification	CodeCode Available	1
Dynamic Few-Shot Visual Learning without Forgetting	Apr 25, 2018	Few-Shot Image ClassificationFew-Shot Learning	CodeCode Available	1
On the effectiveness of task granularity for transfer learning	Apr 24, 2018	ClassificationDiversity	CodeCode Available	1
ECG arrhythmia classification using a 2-D convolutional neural network	Apr 18, 2018	Arrhythmia DetectionData Augmentation	CodeCode Available	1
Unsupervised Semantic-based Aggregation of Deep Convolutional Features	Apr 3, 2018	General ClassificationImage Retrieval	CodeCode Available	1
DeepScores -- A Dataset for Segmentation, Detection and Classification of Tiny Objects	Mar 27, 2018	General ClassificationObject	CodeCode Available	1
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
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference	Dec 15, 2017	General ClassificationQuantization	CodeCode Available	1
Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs	Nov 23, 2017	Deep LearningGeneral Classification	CodeCode Available	1
Temporal 3D ConvNets: New Architecture and Transfer Learning for Video Classification	Nov 22, 2017	Action RecognitionGeneral Classification	CodeCode Available	1
Sparse-Input Neural Networks for High-dimensional Nonparametric Regression and Classification	Nov 21, 2017	General Classificationregression	CodeCode Available	1
CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise	Nov 20, 2017	ClassificationGeneral 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