General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 501–525 of 14581 papers

Title	Date	Tasks	Status	Hype
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup	Jul 1, 2020	General ClassificationManagement	CodeCode Available	1
Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification	Jul 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer Learning	Jun 30, 2020	ClassificationComputed Tomography (CT)	CodeCode Available	1
Early-Learning Regularization Prevents Memorization of Noisy Labels	Jun 30, 2020	General ClassificationImage Classification	CodeCode Available	1
Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks	Jun 30, 2020	Domain AdaptationGeneral Classification	CodeCode Available	1
Image Classification by Reinforcement Learning with Two-State Q-Learning	Jun 28, 2020	ClassificationGeneral Classification	CodeCode Available	1
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks	Jun 26, 2020	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1
Proper Network Interpretability Helps Adversarial Robustness in Classification	Jun 26, 2020	Adversarial RobustnessClassification	CodeCode Available	1
Learning Data Augmentation with Online Bilevel Optimization for Image Classification	Jun 25, 2020	Bilevel OptimizationClassification	CodeCode Available	1
Deep Prototypical Networks with Hybrid Residual Attention for Hyperspectral Image Classification	Jun 25, 2020	ClassificationGeneral Classification	CodeCode Available	1
SmallBigNet: Integrating Core and Contextual Views for Video Classification	Jun 25, 2020	ClassificationGeneral Classification	CodeCode Available	1
Parametric Instance Classification for Unsupervised Visual Feature Learning	Jun 25, 2020	ClassificationGeneral Classification	CodeCode Available	1
Learning Semantically Enhanced Feature for Fine-Grained Image Classification	Jun 24, 2020	ClassificationFine-Grained Image Classification	CodeCode Available	1
Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks	Jun 23, 2020	Explainable Artificial Intelligence (XAI)General Classification	CodeCode Available	1
Learning Gradient Boosted Multi-label Classification Rules	Jun 23, 2020	ClassificationGeneral Classification	CodeCode Available	1
Graph Prototypical Networks for Few-shot Learning on Attributed Networks	Jun 23, 2020	ClassificationDrug Discovery	CodeCode Available	1
Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering	Jun 23, 2020	ClassificationClustering	CodeCode Available	1
Self-supervised edge features for improved Graph Neural Network training	Jun 23, 2020	General ClassificationGraph Attention	CodeCode Available	1
A Self-Attention Network based Node Embedding Model	Jun 22, 2020	General ClassificationLink Prediction	CodeCode Available	1
On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances and Million-AID	Jun 22, 2020	General ClassificationImage Classification	CodeCode Available	1
Graph Backdoor	Jun 21, 2020	Backdoor AttackDescriptive	CodeCode Available	1
A Universal Representation Transformer Layer for Few-Shot Image Classification	Jun 21, 2020	ClassificationDomain Generalization	CodeCode Available	1
Interpretation of 3D CNNs for Brain MRI Data Classification	Jun 20, 2020	ClassificationGeneral Classification	CodeCode Available	1
Self-Supervised Prototypical Transfer Learning for Few-Shot Classification	Jun 19, 2020	ClassificationFew-Shot Learning	CodeCode Available	1
Backdoor Attacks to Graph Neural Networks	Jun 19, 2020	Backdoor AttackGeneral 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