General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 576–600 of 14581 papers

Title	Date	Tasks	Status	Hype
Categorical Reparameterization with Gumbel-Softmax	Nov 3, 2016	General Classification	CodeCode Available	1
Character-level Convolutional Networks for Text Classification	Sep 4, 2015	General ClassificationSentiment Analysis	CodeCode Available	1
ChestX-Det10: Chest X-ray Dataset on Detection of Thoracic Abnormalities	Jun 17, 2020	ClassificationGeneral Classification	CodeCode Available	1
Circumventing Outliers of AutoAugment with Knowledge Distillation	Mar 25, 2020	Data AugmentationGeneral Classification	CodeCode Available	1
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning	Sep 17, 2018	General ClassificationLung Cancer Diagnosis	CodeCode Available	1
Classification and understanding of cloud structures via satellite images with EfficientUNet	Sep 27, 2020	DecoderGeneral Classification	CodeCode Available	1
Classification-Based Anomaly Detection for General Data	May 5, 2020	Anomaly DetectionClassification	CodeCode Available	1
Classification of Epithelial Ovarian Carcinoma Whole-Slide Pathology Images Using Deep Transfer Learning	May 22, 2020	General ClassificationTransfer Learning	CodeCode Available	1
Classification of Important Segments in Educational Videos using Multimodal Features	Oct 26, 2020	ClassificationGeneral Classification	CodeCode Available	1
Classification of Large-Scale High-Resolution SAR Images with Deep Transfer Learning	Jan 6, 2020	General ClassificationTransfer Learning	CodeCode Available	1
Classification of Periodic Variable Stars with Novel Cyclic-Permutation Invariant Neural Networks	Nov 2, 2020	AstronomyFeature Engineering	CodeCode Available	1
An End-to-End Architecture for Keyword Spotting and Voice Activity Detection	Nov 28, 2016	Action DetectionActivity Detection	CodeCode Available	1
Classifying Scientific Publications with BERT -- Is Self-Attention a Feature Selection Method?	Jan 20, 2021	ArticlesClassification	CodeCode Available	1
A Neural Few-Shot Text Classification Reality Check	Jan 28, 2021	ClassificationFew-Shot Text Classification	CodeCode Available	1
CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise	Nov 20, 2017	ClassificationGeneral Classification	CodeCode Available	1
Adversarial Autoencoders	Nov 18, 2015	ClusteringData Visualization	CodeCode Available	1
Search4Code: Code Search Intent Classification Using Weak Supervision	Nov 24, 2020	ClassificationCode Search	CodeCode Available	1
A Diagnostic Study of Explainability Techniques for Text Classification	Sep 25, 2020	ClassificationDiagnostic	CodeCode Available	1
Cold-start Active Learning through Self-supervised Language Modeling	Oct 19, 2020	Active LearningClassification	CodeCode Available	1
Combating Label Noise in Deep Learning Using Abstention	May 27, 2019	Deep LearningGeneral Classification	CodeCode Available	1
Combining Neural Network Models for Blood Cell Classification	Jan 10, 2021	ClassificationGeneral Classification	CodeCode Available	1
Compositional Convolutional Neural Networks: A Deep Architecture with Innate Robustness to Partial Occlusion	Mar 10, 2020	General Classification	CodeCode Available	1
Composition-based Multi-Relational Graph Convolutional Networks	Nov 8, 2019	General ClassificationGraph Classification	CodeCode Available	1
Adversarial Deep Network Embedding for Cross-network Node Classification	Feb 18, 2020	ClassificationDomain Adaptation	CodeCode Available	1
Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning	Mar 9, 2020	Few-Shot LearningGeneral 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