General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 476–500 of 14581 papers

Title	Date	Tasks	Status	Hype
Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets	Jul 19, 2020	Binary ClassificationGeneral Classification	CodeCode Available	1
EPNet: Enhancing Point Features with Image Semantics for 3D Object Detection	Jul 17, 2020	3D Object DetectionGeneral Classification	CodeCode Available	1
Region-based Non-local Operation for Video Classification	Jul 17, 2020	Action ClassificationAction Recognition	CodeCode Available	1
Explanation-Guided Training for Cross-Domain Few-Shot Classification	Jul 17, 2020	ClassificationCross-Domain Few-Shot	CodeCode Available	1
Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data Augmentation	Jul 16, 2020	Acoustic Scene ClassificationData Augmentation	CodeCode Available	1
Modern Hopfield Networks and Attention for Immune Repertoire Classification	Jul 16, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1
Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restoration	Jul 14, 2020	AnatomyBrain Tumor Segmentation	CodeCode Available	1
Learning to Learn Parameterized Classification Networks for Scalable Input Images	Jul 13, 2020	ClassificationGeneral Classification	CodeCode Available	1
Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model	Jul 12, 2020	DecoderGeneral Classification	CodeCode Available	1
Towards Robust Classification with Deep Generative Forests	Jul 11, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1
Adversarially-Trained Deep Nets Transfer Better: Illustration on Image Classification	Jul 11, 2020	ClassificationGeneral Classification	CodeCode Available	1
Lightweight Modules for Efficient Deep Learning based Image Restoration	Jul 11, 2020	ClassificationDeep Learning	CodeCode Available	1
Generalized Maximum Entropy for Supervised Classification	Jul 10, 2020	ClassificationGeneral Classification	CodeCode Available	1
Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation	Jul 9, 2020	Few-Shot Image ClassificationFew-Shot Learning	CodeCode Available	1
Few-Shot One-Class Classification via Meta-Learning	Jul 8, 2020	Anomaly DetectionClassification	CodeCode Available	1
Leveraging Class Hierarchies with Metric-Guided Prototype Learning	Jul 6, 2020	General ClassificationSemantic Segmentation	CodeCode Available	1
Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding	Jul 6, 2020	General ClassificationGraph structure learning	CodeCode Available	1
Rethinking Bottleneck Structure for Efficient Mobile Network Design	Jul 5, 2020	General ClassificationNeural Architecture Search	CodeCode Available	1
Time-series forecasting of Bitcoin prices using high-dimensional features: a machine learning approach	Jul 4, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1
Transfer Learning for Motor Imagery Based Brain-Computer Interfaces: A Complete Pipeline	Jul 3, 2020	ClassificationEEG	CodeCode Available	1
Explainable Deep One-Class Classification	Jul 3, 2020	Anomaly DetectionClassification	CodeCode Available	1
Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification	Jul 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Measuring Robustness to Natural Distribution Shifts in Image Classification	Jul 1, 2020	ClassificationDomain Generalization	CodeCode Available	1
GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples	Jul 1, 2020	General ClassificationSentence	CodeCode Available	1
Second Order PAC-Bayesian Bounds for the Weighted Majority Vote	Jul 1, 2020	Binary ClassificationClassification	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