General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 651–675 of 14581 papers

Title	Date	Tasks	Status	Hype
Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification	Apr 2, 2020	3D GenerationGeneral Classification	CodeCode Available	1
TSception: A Deep Learning Framework for Emotion Detection Using EEG	Apr 2, 2020	Deep LearningEEG	CodeCode Available	1
Supervised Learning with Quantum Measurements	Apr 2, 2020	Bayesian InferenceGeneral Classification	CodeCode Available	1
Multimodal Material Classification for Robots using Spectroscopy and High Resolution Texture Imaging	Apr 2, 2020	General ClassificationMaterial Classification	CodeCode Available	1
Editable Neural Networks	Apr 1, 2020	Face IdentificationGeneral Classification	CodeCode Available	1
Semantic Drift Compensation for Class-Incremental Learning	Apr 1, 2020	class-incremental learningClass Incremental Learning	CodeCode Available	1
M2m: Imbalanced Classification via Major-to-minor Translation	Apr 1, 2020	ClassificationDiversity	CodeCode Available	1
Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition	Apr 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
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
TResNet: High Performance GPU-Dedicated Architecture	Mar 30, 2020	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1
An Open-source Tool for Hyperspectral Image Augmentation in Tensorflow	Mar 30, 2020	Data AugmentationDeep Learning	CodeCode Available	1
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions	Mar 30, 2020	General ClassificationRepresentation Learning	CodeCode Available	1
Can AI help in screening Viral and COVID-19 pneumonia?	Mar 29, 2020	ArticlesCOVID-19 Diagnosis	CodeCode Available	1
Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds	Mar 29, 2020	3D Object ClassificationGeneral Classification	CodeCode Available	1
Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly Detection	Mar 27, 2020	Anomaly DetectionBinary Classification	CodeCode Available	1
Negative Margin Matters: Understanding Margin in Few-shot Classification	Mar 26, 2020	ClassificationFew-Shot Image Classification	CodeCode Available	1
Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need?	Mar 25, 2020	AllFew-Shot Image Classification	CodeCode Available	1
Circumventing Outliers of AutoAugment with Knowledge Distillation	Mar 25, 2020	Data AugmentationGeneral Classification	CodeCode Available	1
Multi-Label Text Classification using Attention-based Graph Neural Network	Mar 22, 2020	ClassificationGeneral Classification	CodeCode Available	1
Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles	Mar 22, 2020	ArticlesDocument Classification	CodeCode Available	1
Evaluation of Parameterized Quantum Circuits: on the relation between classification accuracy, expressibility and entangling capability	Mar 22, 2020	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
BoostTree and BoostForest for Ensemble Learning	Mar 21, 2020	DiversityEnsemble Learning	CodeCode Available	1
Selecting Relevant Features from a Multi-domain Representation for Few-shot Classification	Mar 20, 2020	feature selectionFew-Shot Image Classification	CodeCode Available	1
Detecting Deepfakes with Metric Learning	Mar 19, 2020	Data CompressionFace Swapping	CodeCode Available	1
Conditional Gaussian Distribution Learning for Open Set Recognition	Mar 19, 2020	General ClassificationOpen Set Learning	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