General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1026–1050 of 14581 papers

Title	Date	Tasks	Status	Hype
Gated Multimodal Units for Information Fusion	Feb 7, 2017	General ClassificationGenre classification	CodeCode Available	1
Steerable CNNs	Dec 27, 2016	General Classificationimage-classification	CodeCode Available	1
YOLO9000: Better, Faster, Stronger	Dec 25, 2016	3D Object DetectionGeneral Classification	CodeCode Available	1
MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving	Dec 22, 2016	Autonomous DrivingGeneral Classification	CodeCode Available	1
FastText.zip: Compressing text classification models	Dec 12, 2016	General ClassificationQuantization	CodeCode Available	1
Overcoming catastrophic forgetting in neural networks	Dec 2, 2016	Atari Gamesclass-incremental learning	CodeCode Available	1
An End-to-End Architecture for Keyword Spotting and Voice Activity Detection	Nov 28, 2016	Action DetectionActivity Detection	CodeCode Available	1
Squared Earth Mover's Distance-based Loss for Training Deep Neural Networks	Nov 17, 2016	Age ClassificationGeneral Classification	CodeCode Available	1
Aggregated Residual Transformations for Deep Neural Networks	Nov 16, 2016	Domain GeneralizationGeneral Classification	CodeCode Available	1
DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing	Nov 7, 2016	Activity RecognitionGeneral Classification	CodeCode Available	1
Deep Label Distribution Learning with Label Ambiguity	Nov 6, 2016	Age EstimationClassification	CodeCode Available	1
LipNet: End-to-End Sentence-level Lipreading	Nov 5, 2016	General ClassificationLipreading	CodeCode Available	1
Tying Word Vectors and Word Classifiers: A Loss Framework for Language Modeling	Nov 4, 2016	General ClassificationLanguage Modeling	CodeCode Available	1
Categorical Reparameterization with Gumbel-Softmax	Nov 3, 2016	General Classification	CodeCode Available	1
SOL: A Library for Scalable Online Learning Algorithms	Oct 28, 2016	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
SoundNet: Learning Sound Representations from Unlabeled Video	Oct 27, 2016	General Classification	CodeCode Available	1
Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment	Oct 26, 2016	Decision MakingFairness	CodeCode Available	1
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization	Oct 7, 2016	General ClassificationImage Attribution	CodeCode Available	1
Equality of Opportunity in Supervised Learning	Oct 7, 2016	AttributeGeneral Classification	CodeCode Available	1
CNN Architectures for Large-Scale Audio Classification	Sep 29, 2016	Audio ClassificationEvent Detection	CodeCode Available	1
YouTube-8M: A Large-Scale Video Classification Benchmark	Sep 27, 2016	3D Face ReconstructionAction Recognition	CodeCode Available	1
On the adoption of abductive reasoning for time series interpretation	Sep 19, 2016	General ClassificationTime Series	CodeCode Available	1
Convolutional Recurrent Neural Networks for Music Classification	Sep 14, 2016	General ClassificationMusic Classification	CodeCode Available	1
Sampling Generative Networks	Sep 14, 2016	AttributeBinary Classification	CodeCode Available	1
Semi-Supervised Classification with Graph Convolutional Networks	Sep 9, 2016	Document ClassificationDrug Discovery	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