General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 851–875 of 14581 papers

Title	Date	Tasks	Status	Hype
DocBERT: BERT for Document Classification	Apr 17, 2019	ClassificationDocument Classification	CodeCode Available	1
RawNet: Advanced end-to-end deep neural network using raw waveforms for text-independent speaker verification	Apr 17, 2019	ClassificationData Augmentation	CodeCode Available	1
Neural Message Passing for Multi-Label Classification	Apr 17, 2019	ClassificationGeneral Classification	CodeCode Available	1
Convolutional Neural Networks for Classification of Alzheimer's Disease: Overview and Reproducible Evaluation	Apr 16, 2019	General ClassificationModel Selection	CodeCode Available	1
Counterfactual Visual Explanations	Apr 16, 2019	counterfactualGeneral Classification	CodeCode Available	1
Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization	Apr 15, 2019	Fine-Grained Visual RecognitionGeneral Classification	CodeCode Available	1
Towards Accurate One-Stage Object Detection with AP-Loss	Apr 12, 2019	ClassificationGeneral Classification	CodeCode Available	1
wav2vec: Unsupervised Pre-training for Speech Recognition	Apr 11, 2019	Binary ClassificationGeneral Classification	CodeCode Available	1
Large-Scale Long-Tailed Recognition in an Open World	Apr 10, 2019	ClassificationFew-Shot Learning	CodeCode Available	1
A Closer Look at Few-shot Classification	Apr 8, 2019	Domain GeneralizationFew-Shot Learning	CodeCode Available	1
Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics	Apr 7, 2019	Action RecognitionGeneral Classification	CodeCode Available	1
An Unsupervised Autoregressive Model for Speech Representation Learning	Apr 5, 2019	General Classificationmodel	CodeCode Available	1
Template-Based Automatic Search of Compact Semantic Segmentation Architectures	Apr 4, 2019	General ClassificationHoldout Set	CodeCode Available	1
Hyperbolic Image Embeddings	Apr 3, 2019	Few-Shot LearningGeneral Classification	CodeCode Available	1
Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems	Mar 29, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
SciBERT: A Pretrained Language Model for Scientific Text	Mar 26, 2019	Citation Intent ClassificationDependency Parsing	CodeCode Available	1
Benchmarking Natural Language Understanding Services for building Conversational Agents	Mar 13, 2019	BenchmarkingGeneral Classification	CodeCode Available	1
Manifold Mixup improves text recognition with CTC loss	Mar 11, 2019	Data AugmentationGeneral Classification	CodeCode Available	1
Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples	Mar 7, 2019	Few-Shot Image ClassificationGeneral Classification	CodeCode Available	1
BERT for Joint Intent Classification and Slot Filling	Feb 28, 2019	General Classificationintent-classification	CodeCode Available	1
Insights into LSTM Fully Convolutional Networks for Time Series Classification	Feb 27, 2019	ClassificationGeneral Classification	CodeCode Available	1
Induction Networks for Few-Shot Text Classification	Feb 27, 2019	Few-Shot Text ClassificationGeneral Classification	CodeCode Available	1
Adversarial Attacks on Time Series	Feb 27, 2019	ClassificationDynamic Time Warping	CodeCode Available	1
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs	Feb 26, 2019	Dynamic Link PredictionEdge Classification	CodeCode Available	1
End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data	Feb 21, 2019	General Classification	CodeCode Available	1

Show:10 25 50

← PrevPage 35 of 584Next →

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