General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 726–750 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects	Jan 15, 2021	General ClassificationHyperspectral Image Classification	CodeCode Available	1	5
AutoMix: Unveiling the Power of Mixup for Stronger Classifiers	Mar 24, 2021	ClassificationData Augmentation	CodeCode Available	1	5
A Variational Algorithm for Quantum Neural Networks	Jun 15, 2020	DescriptiveGeneral Classification	CodeCode Available	1	5
IIRC: Incremental Implicitly-Refined Classification	Dec 23, 2020	Classificationclass-incremental learning	CodeCode Available	1	5
Image and Text fusion for UPMC Food-101 \ BERT and CNNs	Dec 17, 2020	ClassificationDocument Text Classification	CodeCode Available	1	5
Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey	Dec 11, 2019	General Classificationimage-classification	CodeCode Available	1	5
Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks	Jun 30, 2020	Domain AdaptationGeneral Classification	CodeCode Available	1	5
A Weakly Supervised Convolutional Network for Change Segmentation and Classification	Nov 6, 2020	Change DetectionClassification	CodeCode Available	1	5
Imaging Time-Series to Improve Classification and Imputation	Jun 1, 2015	ClassificationGeneral Classification	CodeCode Available	1	5
Search4Code: Code Search Intent Classification Using Weak Supervision	Nov 24, 2020	ClassificationCode Search	CodeCode Available	1	5
Aggregated Residual Transformations for Deep Neural Networks	Nov 16, 2016	Domain GeneralizationGeneral Classification	CodeCode Available	1	5
Coherent Hierarchical Multi-Label Classification Networks	Oct 20, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Bag of Tricks for Efficient Text Classification	Jul 6, 2016	CPUEmotion Recognition in Conversation	CodeCode Available	1	5
A few filters are enough: Convolutional Neural Network for P300 Detection	Sep 16, 2019	EEGElectroencephalogram (EEG)	CodeCode Available	1	5
Bag of Tricks for Node Classification with Graph Neural Networks	Mar 24, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text	Jul 21, 2020	General ClassificationOpinion Mining	CodeCode Available	1	5
Balanced Meta-Softmax for Long-Tailed Visual Recognition	Jul 21, 2020	General ClassificationInstance Segmentation	CodeCode Available	1	5
Barlow Twins: Self-Supervised Learning via Redundancy Reduction	Mar 4, 2021	General ClassificationImage Classification	CodeCode Available	1	5
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	Feb 11, 2015	General Classificationimage-classification	CodeCode Available	1	5
Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System	Apr 24, 2021	ClassificationFew-Shot Text Classification	CodeCode Available	1	5
Incremental learning for the detection and classification of GAN-generated images	Oct 3, 2019	Face GenerationGeneral Classification	CodeCode Available	1	5
Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering	Jun 23, 2020	ClassificationClustering	CodeCode Available	1	5
Industrial Machine Tool Component Surface Defect Dataset	Mar 24, 2021	BIG-bench Machine LearningClassification	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
CNN Architectures for Large-Scale Audio Classification	Sep 29, 2016	Audio ClassificationEvent Detection	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