General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2101–2125 of 14581 papers

Title	Date	Tasks	Status	Hype
BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text	Jul 21, 2020	General ClassificationOpinion Mining	CodeCode Available	1
Complementing Representation Deficiency in Few-shot Image Classification: A Meta-Learning Approach	Jul 21, 2020	Few-Shot Image ClassificationFew-Shot Learning	CodeCode Available	0
newsSweeper at SemEval-2020 Task 11: Context-Aware Rich Feature Representations For Propaganda Classification	Jul 21, 2020	ArticlesClassification	CodeCode Available	1
Segmentation of the Left Ventricle by SDD double threshold selection and CHT	Jul 21, 2020	ClassificationGeneral Classification	—Unverified	0
Representative-Discriminative Learning for Open-set Land Cover Classification of Satellite Imagery	Jul 21, 2020	ClassificationGeneral Classification	CodeCode Available	1
CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers	Jul 21, 2020	ClassificationData Augmentation	CodeCode Available	1
Joint Visual and Temporal Consistency for Unsupervised Domain Adaptive Person Re-Identification	Jul 21, 2020	ClassificationDomain Adaptive Person Re-Identification	—Unverified	0
Balanced Meta-Softmax for Long-Tailed Visual Recognition	Jul 21, 2020	General ClassificationInstance Segmentation	CodeCode Available	1
Multi-label Thoracic Disease Image Classification with Cross-Attention Networks	Jul 21, 2020	ClassificationGeneral Classification	—Unverified	0
Gesture Recognition for Initiating Human-to-Robot Handovers	Jul 20, 2020	Binary ClassificationGeneral Classification	CodeCode Available	1
Distractor-Aware Neuron Intrinsic Learning for Generic 2D Medical Image Classifications	Jul 20, 2020	Cancer ClassificationClassification	—Unverified	0
Relatable Clothing: Detecting Visual Relationships between People and Clothing	Jul 20, 2020	ArticlesClassification	CodeCode Available	0
Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian Processes	Jul 20, 2020	ClassificationGaussian Processes	CodeCode Available	1
GREEN: a Graph REsidual rE-ranking Network for Grading Diabetic Retinopathy	Jul 20, 2020	ClassificationGeneral Classification	CodeCode Available	0
A Generic Visualization Approach for Convolutional Neural Networks	Jul 19, 2020	ClassificationGeneral Classification	CodeCode Available	1
Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets	Jul 19, 2020	Binary ClassificationGeneral Classification	CodeCode Available	1
Robust Hierarchical Graph Classification with Subgraph Attention	Jul 19, 2020	ClassificationGeneral Classification	—Unverified	0
Robust Image Classification Using A Low-Pass Activation Function and DCT Augmentation	Jul 18, 2020	General Classificationimage-classification	CodeCode Available	0
Multi-Task Neural Networks with Spatial Activation for Retinal Vessel Segmentation and Artery/Vein Classification	Jul 18, 2020	ClassificationGeneral Classification	—Unverified	0
MIX'EM: Unsupervised Image Classification using a Mixture of Embeddings	Jul 18, 2020	ClassificationClustering	—Unverified	0
Classification of Diabetic Retinopathy via Fundus Photography: Utilization of Deep Learning Approaches to Speed up Disease Detection	Jul 18, 2020	ClassificationGeneral Classification	—Unverified	0
A Distributionally Robust Approach to Fair Classification	Jul 18, 2020	ClassificationFairness	—Unverified	0
FaceHop: A Light-Weight Low-Resolution Face Gender Classification Method	Jul 18, 2020	ClassificationGender Classification	—Unverified	0
Automated Phenotyping via Cell Auto Training (CAT) on the Cell DIVE Platform	Jul 18, 2020	General Classification	—Unverified	0
Visual Explanation for Identification of the Brain Bases for Dyslexia on fMRI Data	Jul 17, 2020	BIG-bench Machine LearningClassification	—Unverified	0

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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