General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3351–3375 of 14581 papers

Title	Date	Tasks	Status	Score
Partially-Shared Variational Auto-encoders for Unsupervised Domain Adaptation with Target Shift	Jan 22, 2020	Domain AdaptationGeneral Classification	CodeCode Available	5
Particle Filter Recurrent Neural Networks	May 30, 2019	General ClassificationPrediction	CodeCode Available	5
PatchNet: A Tool for Deep Patch Classification	Feb 16, 2019	ClassificationDeep Learning	CodeCode Available	5
Patchy Image Structure Classification Using Multi-Orientation Region Transform	Dec 2, 2019	ClassificationGeneral Classification	CodeCode Available	5
Deep CNN-based Multi-task Learning for Open-Set Recognition	Mar 7, 2019	DecoderGeneral Classification	CodeCode Available	5
Pay attention to the activations: a modular attention mechanism for fine-grained image recognition	Jul 30, 2019	Fine-Grained Image RecognitionGeneral Classification	CodeCode Available	5
PCANet: A Simple Deep Learning Baseline for Image Classification?	Apr 14, 2014	ClassificationDeep Learning	CodeCode Available	5
ColorNet: Investigating the importance of color spaces for image classification	Feb 1, 2019	ClassificationGeneral Classification	CodeCode Available	5
DeepBlindness: Fast Blindness Map Estimation and Blindness Type Classification for Outdoor Scene from Single Color Image	Nov 2, 2019	General Classification	CodeCode Available	5
Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis	Feb 2, 2018	Breast Cancer DetectionBreast Cancer Histology Image Classification	CodeCode Available	5
DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled Learning	Feb 19, 2019	Binary ClassificationDensity Estimation	CodeCode Available	5
Phenotyping of Clinical Notes with Improved Document Classification Models Using Contextualized Neural Language Models	Oct 30, 2019	Document ClassificationGeneral Classification	CodeCode Available	5
Column Networks for Collective Classification	Sep 15, 2016	ClassificationGeneral Classification	CodeCode Available	5
Combating Adversarial Attacks Using Sparse Representations	Mar 11, 2018	General Classification	CodeCode Available	5
Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social Media	Jan 9, 2021	Binary ClassificationClassification	CodeCode Available	5
Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification	Dec 12, 2016	General Classificationimage-classification	CodeCode Available	5
Classification of Macromolecule Type Based on Sequences of Amino Acids Using Deep Learning	Jul 1, 2019	General Classification	CodeCode Available	5
Decoupling Localization and Classification in Single Shot Temporal Action Detection	Apr 16, 2019	Action DetectionClassification	CodeCode Available	5
Decoupling "when to update" from "how to update"	Jun 8, 2017	Face RecognitionGender Classification	CodeCode Available	5
PixelHop: A Successive Subspace Learning (SSL) Method for Object Classification	Sep 17, 2019	BenchmarkingDecision Making	CodeCode Available	5
Automatic crack classification by exploiting statistical event descriptors for Deep Learning	Jul 24, 2019	General ClassificationStructural Health Monitoring	CodeCode Available	5
PLMP -- Point-Line Minimal Problems in Complete Multi-View Visibility	Mar 24, 2019	3D ReconstructionGeneral Classification	CodeCode Available	5
Decoupled Classification Refinement: Hard False Positive Suppression for Object Detection	Oct 5, 2018	ClassificationGeneral Classification	CodeCode Available	5
Decoder Choice Network for Meta-Learning	Sep 25, 2019	DecoderEnsemble Learning	CodeCode Available	5
Decoding kinetic features of hand motor preparation from single‐trial EEG using convolutional neural networks	Aug 11, 2020	ClassificationEEG	CodeCode Available	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