General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 976–1000 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization	Oct 30, 2020	Contrastive LearningGeneral Classification	CodeCode Available	1	5
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation	Jan 23, 2020	ClassificationCross-Domain Few-Shot	CodeCode Available	1	5
Syn2Real: Forgery Classification via Unsupervised Domain Adaptation	Feb 3, 2020	ClassificationDomain Adaptation	CodeCode Available	1	5
Cross-Domain Sentiment Classification with In-Domain Contrastive Learning	Dec 5, 2020	ClassificationContrastive Learning	CodeCode Available	1	5
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup	Jul 1, 2020	General ClassificationManagement	CodeCode Available	1	5
TaskNorm: Rethinking Batch Normalization for Meta-Learning	Mar 6, 2020	General Classificationimage-classification	CodeCode Available	1	5
Task-Oriented Feature Distillation	Dec 1, 2020	3D ClassificationGeneral Classification	CodeCode Available	1	5
DeepBall: Deep Neural-Network Ball Detector	Feb 19, 2019	General ClassificationObject	CodeCode Available	1	5
AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification	Apr 21, 2020	General Classificationimage-classification	CodeCode Available	1	5
CTCModel: a Keras Model for Connectionist Temporal Classification	Jan 23, 2019	ClassificationGeneral Classification	CodeCode Available	1	5
Tensor Graph Convolutional Networks for Text Classification	Jan 12, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty	Jul 31, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Text Classification Using Label Names Only: A Language Model Self-Training Approach	Oct 14, 2020	ClassificationDocument Classification	CodeCode Available	1	5
The Cascade Transformer: an Application for Efficient Answer Sentence Selection	May 5, 2020	General ClassificationQuestion Answering	CodeCode Available	1	5
CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers	Jul 21, 2020	ClassificationData Augmentation	CodeCode Available	1	5
Decoupling Representation and Classifier for Long-Tailed Recognition	Oct 21, 2019	ClassificationGeneral Classification	CodeCode Available	1	5
The Kinetics Human Action Video Dataset	May 19, 2017	Action ClassificationGeneral Classification	CodeCode Available	1	5
Data Augmentation for Graph Neural Networks	Jun 11, 2020	Data AugmentationGeneral Classification	CodeCode Available	1	5
DARTS: Differentiable Architecture Search	Jun 24, 2018	General Classificationimage-classification	CodeCode Available	1	5
The Plant Pathology 2020 challenge dataset to classify foliar disease of apples	Apr 24, 2020	ClassificationFine-Grained Visual Categorization	CodeCode Available	1	5
Data Augmentation of Wearable Sensor Data for Parkinson's Disease Monitoring using Convolutional Neural Networks	Jun 2, 2017	ClassificationData Augmentation	CodeCode Available	1	5
The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification	Oct 19, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
The Reversible Residual Network: Backpropagation Without Storing Activations	Jul 14, 2017	General Classificationimage-classification	CodeCode Available	1	5
The Unreasonable Effectiveness of Texture Transfer for Single Image Super-resolution	Jul 31, 2018	General ClassificationImage Reconstruction	CodeCode Available	1	5
Deep Hierarchical Classification for Category Prediction in E-commerce System	May 14, 2020	ClassificationGeneral Classification	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