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
PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERT	Mar 22, 2021	ClassificationGeneral Classification	CodeCode Available	1
HYDRA: A multimodal deep learning framework for malware classification	May 12, 2020	ClassificationDeep Learning	CodeCode Available	1
Adversarial Feature Augmentation and Normalization for Visual Recognition	Mar 22, 2021	ClassificationData Augmentation	CodeCode Available	1
Hyperspectral Image Classification with Attention Aided CNNs	May 25, 2020	ClassificationGeneral Classification	CodeCode Available	1
Identifying Spurious Correlations for Robust Text Classification	Oct 6, 2020	Classificationfeature selection	CodeCode Available	1
IIRC: Incremental Implicitly-Refined Classification	Dec 23, 2020	Classificationclass-incremental learning	CodeCode Available	1
Image Classification by Reinforcement Learning with Two-State Q-Learning	Jun 28, 2020	ClassificationGeneral Classification	CodeCode Available	1
Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey	Dec 11, 2019	General Classificationimage-classification	CodeCode Available	1
ImageNet Large Scale Visual Recognition Challenge	Sep 1, 2014	General Classificationimage-classification	CodeCode Available	1
Imaging Time-Series to Improve Classification and Imputation	Jun 1, 2015	ClassificationGeneral Classification	CodeCode Available	1
A Closer Look at Few-shot Classification	Apr 8, 2019	Domain GeneralizationFew-Shot Learning	CodeCode Available	1
Anonymous Walk Embeddings	May 30, 2018	General ClassificationGraph Classification	CodeCode Available	1
A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced Scenarios	Mar 24, 2021	ClusteringGeneral Classification	CodeCode Available	1
Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning	Mar 9, 2020	Few-Shot LearningGeneral Classification	CodeCode Available	1
The MAMe Dataset: On the relevance of High Resolution and Variable Shape image properties	Jul 27, 2020	ClassificationGeneral Classification	CodeCode Available	1
Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification	Dec 9, 2020	Anomaly DetectionAtrial Fibrillation Detection	CodeCode Available	1
An Unsupervised Autoregressive Model for Speech Representation Learning	Apr 5, 2019	General Classificationmodel	CodeCode Available	1
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction	Sep 4, 2019	BenchmarkingGeneral Classification	CodeCode Available	1
A Neural Few-Shot Text Classification Reality Check	Jan 28, 2021	ClassificationFew-Shot Text Classification	CodeCode Available	1
An evidential classifier based on Dempster-Shafer theory and deep learning	Mar 25, 2021	ClassificationGeneral Classification	CodeCode Available	1
An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks	Jul 31, 2020	Data AugmentationGeneral Classification	CodeCode Available	1
An Empirical Study of Example Forgetting during Deep Neural Network Learning	Dec 12, 2018	General Classification	CodeCode Available	1
An End-to-End Architecture for Keyword Spotting and Voice Activity Detection	Nov 28, 2016	Action DetectionActivity Detection	CodeCode Available	1
A new Backdoor Attack in CNNs by training set corruption without label poisoning	Feb 12, 2019	Backdoor AttackGeneral Classification	CodeCode Available	1
A pipeline for fair comparison of graph neural networks in node classification tasks	Dec 19, 2020	Data AugmentationGeneral 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