General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1001–1025 of 14581 papers

Title	Date	Tasks	Status	Hype
On Calibration of Modern Neural Networks	Jun 14, 2017	Document ClassificationGeneral Classification	CodeCode Available	1
The "something something" video database for learning and evaluating visual common sense	Jun 13, 2017	Action RecognitionCommon Sense Reasoning	CodeCode Available	1
One-step and Two-step Classification for Abusive Language Detection on Twitter	Jun 5, 2017	Abuse DetectionAbusive Language	CodeCode Available	1
Data Augmentation of Wearable Sensor Data for Parkinson's Disease Monitoring using Convolutional Neural Networks	Jun 2, 2017	ClassificationData Augmentation	CodeCode Available	1
Conditional Adversarial Domain Adaptation	May 26, 2017	Domain AdaptationGeneral Classification	CodeCode Available	1
Learning from Complementary Labels	May 22, 2017	ClassificationGeneral Classification	CodeCode Available	1
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset	May 22, 2017	Action ClassificationAction Recognition	CodeCode Available	1
The Kinetics Human Action Video Dataset	May 19, 2017	Action ClassificationGeneral Classification	CodeCode Available	1
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics	May 19, 2017	Deep LearningGeneral Classification	CodeCode Available	1
ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases	May 5, 2017	General Classificationimage-classification	CodeCode Available	1
Skeleton-based Action Recognition with Convolutional Neural Networks	Apr 25, 2017	Action ClassificationAction Detection	CodeCode Available	1
Decision Stream: Cultivating Deep Decision Trees	Apr 25, 2017	Classificationfeature selection	CodeCode Available	1
Sparse Communication for Distributed Gradient Descent	Apr 17, 2017	General Classificationimage-classification	CodeCode Available	1
Multi-Scale Dense Networks for Resource Efficient Image Classification	Mar 29, 2017	General ClassificationHandwritten Mathmatical Expression Recognition	CodeCode Available	1
Bidirectional-Convolutional LSTM Based Spectral-Spatial Feature Learning for Hyperspectral Image Classification	Mar 23, 2017	General ClassificationHyperspectral Image Classification	CodeCode Available	1
Multitask learning and benchmarking with clinical time series data	Mar 22, 2017	BenchmarkingBIG-bench Machine Learning	CodeCode Available	1
Modeling Relational Data with Graph Convolutional Networks	Mar 17, 2017	DecoderGeneral Classification	CodeCode Available	1
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks	Mar 9, 2017	Category-Agnostic Pose EstimationFew-Shot Image Classification	CodeCode Available	1
A Structured Self-attentive Sentence Embedding	Mar 9, 2017	Author ProfilingGeneral Classification	CodeCode Available	1
Generative and Discriminative Text Classification with Recurrent Neural Networks	Mar 6, 2017	ClassificationContinual Learning	CodeCode Available	1
Denoising Adversarial Autoencoders	Mar 3, 2017	DenoisingGeneral Classification	CodeCode Available	1
Remote Sensing Image Scene Classification: Benchmark and State of the Art	Mar 1, 2017	ClassificationDiversity	CodeCode Available	1
Adversarial examples for generative models	Feb 22, 2017	ClassificationGeneral Classification	CodeCode Available	1
Adversarial Discriminative Domain Adaptation	Feb 17, 2017	Domain AdaptationGeneral Classification	CodeCode Available	1
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes	Feb 14, 2017	3D Object 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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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