General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 551–575 of 14581 papers

Title	Date	Tasks	Status	Hype
Leveraging the Feature Distribution in Transfer-based Few-Shot Learning	Jun 6, 2020	Few-Shot Image ClassificationFew-Shot Learning	CodeCode Available	1
Visual Transformers: Token-based Image Representation and Processing for Computer Vision	Jun 5, 2020	General ClassificationImage Classification	CodeCode Available	1
Network Together: Node Classification via Cross-Network Deep Network Embedding	Jun 4, 2020	Domain AdaptationGeneral Classification	CodeCode Available	1
Interpretable Time-series Classification on Few-shot Samples	Jun 3, 2020	ClassificationFew-Shot Learning	CodeCode Available	1
Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE	Jun 3, 2020	General Classificationimage-classification	CodeCode Available	1
Classification with Valid and Adaptive Coverage	Jun 3, 2020	ClassificationGeneral Classification	CodeCode Available	1
Multi-Temporal Scene Classification and Scene Change Detection with Correlation based Fusion	Jun 3, 2020	Change DetectionGeneral Classification	CodeCode Available	1
Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images	Jun 3, 2020	COVID-19 DiagnosisGeneral Classification	CodeCode Available	1
A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss	Jun 2, 2020	DecoderGeneral Classification	CodeCode Available	1
DiscSense: Automated Semantic Analysis of Discourse Markers	Jun 2, 2020	ClassificationGeneral Classification	CodeCode Available	1
Concept Matching for Low-Resource Classification	Jun 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Benchmarking Adversarial Robustness on Image Classification	Jun 1, 2020	Adversarial AttackAdversarial Robustness	CodeCode Available	1
Background Data Resampling for Outlier-Aware Classification	Jun 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Rotation Equivariant Graph Convolutional Network for Spherical Image Classification	Jun 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Learning Integral Objects With Intra-Class Discriminator for Weakly-Supervised Semantic Segmentation	Jun 1, 2020	General ClassificationSegmentation	CodeCode Available	1
Supervised learning is an accurate method for network-based gene classification	Jun 1, 2020	BenchmarkingGeneral Classification	CodeCode Available	1
Attentive Weights Generation for Few Shot Learning via Information Maximization	Jun 1, 2020	ClassificationFew-Shot Image Classification	CodeCode Available	1
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces	May 31, 2020	EEGElectroencephalogram (EEG)	CodeCode Available	1
Interpretable Time Series Classification using Linear Models and Multi-resolution Multi-domain Symbolic Representations	May 31, 2020	ClassificationGeneral Classification	CodeCode Available	1
Joint Learning of Vessel Segmentation and Artery/Vein Classification with Post-processing	May 27, 2020	ClassificationGeneral Classification	CodeCode Available	1
SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure	May 27, 2020	BIG-bench Machine LearningDomain Adaptation	CodeCode Available	1
Few-Shot Open-Set Recognition using Meta-Learning	May 27, 2020	ClassificationGeneral Classification	CodeCode Available	1
Skew Gaussian Processes for Classification	May 26, 2020	ClassificationGaussian Processes	CodeCode Available	1
What Are People Asking About COVID-19? A Question Classification Dataset	May 26, 2020	ClusteringGeneral Classification	CodeCode Available	1
Fine-Grained 3D Shape Classification with Hierarchical Part-View Attentions	May 26, 2020	3D Shape ClassificationGeneral 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