General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 751–775 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Conditional Wasserstein GAN-based Oversampling of Tabular Data for Imbalanced Learning	Aug 20, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Complementary-Label Learning for Arbitrary Losses and Models	Oct 10, 2018	General ClassificationImage Classification	CodeCode Available	1	5
IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning	Mar 2, 2020	Deep LearningGeneral Classification	CodeCode Available	1	5
Invariant Information Clustering for Unsupervised Image Classification and Segmentation	Jul 17, 2018	ClusteringGeneral Classification	CodeCode Available	1	5
Combining Neural Network Models for Blood Cell Classification	Jan 10, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
Benchmarking Adversarial Robustness on Image Classification	Jun 1, 2020	Adversarial AttackAdversarial Robustness	CodeCode Available	1	5
Compositional Convolutional Neural Networks: A Deep Architecture with Innate Robustness to Partial Occlusion	Mar 10, 2020	General Classification	CodeCode Available	1	5
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment	Jul 27, 2019	Adversarial TextGeneral Classification	CodeCode Available	1	5
Acquisition of Localization Confidence for Accurate Object Detection	Jul 30, 2018	General ClassificationObject	CodeCode Available	1	5
BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data	Jan 28, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Iterative Reorganization with Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning	Dec 2, 2018	General Classificationimage-classification	CodeCode Available	1	5
BERT for Joint Intent Classification and Slot Filling	Feb 28, 2019	General Classificationintent-classification	CodeCode Available	1	5
Beyond Categorical Label Representations for Image Classification	Apr 6, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting	Jan 27, 2019	ClassificationGeneral Classification	CodeCode Available	1	5
Joint Learning of Vessel Segmentation and Artery/Vein Classification with Post-processing	May 27, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
KeepAugment: A Simple Information-Preserving Data Augmentation Approach	Nov 23, 2020	Data AugmentationGeneral Classification	CodeCode Available	1	5
Aggregated Residual Transformations for Deep Neural Networks	Nov 16, 2016	Domain GeneralizationGeneral Classification	CodeCode Available	1	5
Boosting Generalization in Bio-Signal Classification by Learning the Phase-Amplitude Coupling	Sep 16, 2020	General ClassificationSelf-Supervised Learning	CodeCode Available	1	5
Bilinear Graph Neural Network with Neighbor Interactions	Feb 10, 2020	General ClassificationGraph Neural Network	CodeCode Available	1	5
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions	Mar 30, 2020	General ClassificationRepresentation Learning	CodeCode Available	1	5
A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks	Sep 19, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Land Cover Classification from Remote Sensing Images Based on Multi-Scale Fully Convolutional Network	Aug 1, 2020	General ClassificationLand Cover Classification	CodeCode Available	1	5
Large-Scale Long-Tailed Recognition in an Open World	Apr 10, 2019	ClassificationFew-Shot Learning	CodeCode Available	1	5
Large-Scale Multi-Label Text Classification on EU Legislation	Jun 5, 2019	ClassificationGeneral Classification	CodeCode Available	1	5
Combating Label Noise in Deep Learning Using Abstention	May 27, 2019	Deep LearningGeneral Classification	CodeCode Available	1	5

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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