General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 451–475 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Few-Shot Open-Set Recognition using Meta-Learning	May 27, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network	Jun 10, 2020	Few-Shot LearningGeneral Classification	CodeCode Available	1	5
Association Graph Learning for Multi-Task Classification with Category Shifts	Oct 10, 2022	General ClassificationGraph Learning	CodeCode Available	1	5
Induction Networks for Few-Shot Text Classification	Feb 27, 2019	Few-Shot Text ClassificationGeneral Classification	CodeCode Available	1	5
ADADELTA: An Adaptive Learning Rate Method	Dec 22, 2012	General Classification	CodeCode Available	1	5
Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian Processes	Jul 20, 2020	ClassificationGaussian Processes	CodeCode Available	1	5
A Structured Self-attentive Sentence Embedding	Mar 9, 2017	Author ProfilingGeneral Classification	CodeCode Available	1	5
Few-Shot Classification with Feature Map Reconstruction Networks	Dec 2, 2020	ClassificationCross-Domain Few-Shot	CodeCode Available	1	5
An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series Classification	Apr 16, 2021	Binary ClassificationGeneral Classification	CodeCode Available	1	5
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set	Mar 31, 2020	BIG-bench Machine LearningBinary Classification	CodeCode Available	1	5
Asymmetric Loss For Multi-Label Classification	Sep 29, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
A Survey of Deep Learning Techniques for Weed Detection from Images	Mar 2, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
Benchmarking Adversarial Robustness on Image Classification	Jun 1, 2020	Adversarial AttackAdversarial Robustness	CodeCode Available	1	5
Attentional-Biased Stochastic Gradient Descent	Dec 13, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery	Nov 11, 2020	General ClassificationManagement	CodeCode Available	1	5
Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation	Aug 13, 2020	ClassificationFew-Shot Object Detection	CodeCode Available	1	5
Barlow Twins: Self-Supervised Learning via Redundancy Reduction	Mar 4, 2021	General ClassificationImage Classification	CodeCode Available	1	5
A Survey on Text Classification: From Shallow to Deep Learning	Aug 2, 2020	ClassificationDeep Learning	CodeCode Available	1	5
From Parity to Preference-based Notions of Fairness in Classification	Jun 30, 2017	ClassificationDecision Making	CodeCode Available	1	5
Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE	Jun 3, 2020	General Classificationimage-classification	CodeCode Available	1	5
A Transformer-based Framework for Multivariate Time Series Representation Learning	Oct 6, 2020	Computational EfficiencyGeneral Classification	CodeCode Available	1	5
Fusion of Dual Spatial Information for Hyperspectral Image Classification	Oct 23, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
R&R: Metric-guided Adversarial Sentence Generation	Apr 17, 2021	Adversarial AttackGeneral Classification	CodeCode Available	1	5
Atrial Fibrillation Detection and ECG Classification based on CNN-BiLSTM	Nov 12, 2020	Atrial Fibrillation DetectionClassification	CodeCode Available	1	5
Balanced Meta-Softmax for Long-Tailed Visual Recognition	Jul 21, 2020	General ClassificationInstance Segmentation	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