General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 376–400 of 14581 papers

Title	Date	Tasks	Status	Hype
Text Classification Using Label Names Only: A Language Model Self-Training Approach	Oct 14, 2020	ClassificationDocument Classification	CodeCode Available	1
Locality Preserving Dense Graph Convolutional Networks with Graph Context-Aware Node Representations	Oct 12, 2020	ClassificationDecoder	CodeCode Available	1
Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification	Oct 11, 2020	Computational EfficiencyGeneral Classification	CodeCode Available	1
Deep Active Learning for Joint Classification & Segmentation with Weak Annotator	Oct 10, 2020	Active LearningClassification	CodeCode Available	1
Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification	Oct 9, 2020	Domain AdaptationDomain Generalization	CodeCode Available	1
Multi-Objective Optimisation of Multi-Output Neural Trees	Oct 9, 2020	General ClassificationGeneral Classification Selection	CodeCode Available	1
Denoising Multi-Source Weak Supervision for Neural Text Classification	Oct 9, 2020	ClassificationDenoising	CodeCode Available	1
Large Scale Indexing of Generic Medical Image Data using Unbiased Shallow Keypoints and Deep CNN Features	Oct 8, 2020	Domain AdaptationGeneral Classification	CodeCode Available	1
A ground-truth dataset and classification model for detecting bots in GitHub issue and PR comments	Oct 7, 2020	ClassificationGeneral Classification	CodeCode Available	1
Learning Binary Semantic Embedding for Histology Image Classification and Retrieval	Oct 7, 2020	ClassificationGeneral Classification	CodeCode Available	1
Identifying Spurious Correlations for Robust Text Classification	Oct 6, 2020	Classificationfeature selection	CodeCode Available	1
A Transformer-based Framework for Multivariate Time Series Representation Learning	Oct 6, 2020	Computational EfficiencyGeneral Classification	CodeCode Available	1
Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder	Oct 6, 2020	ClassificationGeneral Classification	CodeCode Available	1
A Data Set and a Convolutional Model for Iconography Classification in Paintings	Oct 6, 2020	General ClassificationImage Classification	CodeCode Available	1
The Multilingual Amazon Reviews Corpus	Oct 6, 2020	ClassificationCross-Lingual Transfer	CodeCode Available	1
FaultNet: A Deep Convolutional Neural Network for bearing fault classification	Oct 5, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1
Graph Cross Networks with Vertex Infomax Pooling	Oct 5, 2020	ClassificationGeneral Classification	CodeCode Available	1
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification	Oct 5, 2020	ClassificationEntity Typing	CodeCode Available	1
Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings	Oct 3, 2020	AllGeneral Classification	CodeCode Available	1
Exploiting Unsupervised Data for Emotion Recognition in Conversations	Oct 2, 2020	Emotion Recognition in ConversationGeneral Classification	CodeCode Available	1
Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images	Oct 1, 2020	Diabetic Retinopathy GradingGeneral Classification	CodeCode Available	1
Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers	Oct 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Ray-based classification framework for high-dimensional data	Oct 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Asymmetric Loss For Multi-Label Classification	Sep 29, 2020	ClassificationGeneral Classification	CodeCode Available	1
Multiple Instance Learning with Center Embeddings for Histopathology Classification	Sep 29, 2020	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