General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 826–850 of 14581 papers

Title	Date	Tasks	Status	Hype
Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification	Sep 8, 2020	General ClassificationGraph Neural Network	CodeCode Available	1
MATCH: Metadata-Aware Text Classification in A Large Hierarchy	Feb 15, 2021	ClassificationGeneral Classification	CodeCode Available	1
Match Them Up: Visually Explainable Few-shot Image Classification	Nov 25, 2020	ClassificationFew-Shot Image Classification	CodeCode Available	1
2kenize: Tying Subword Sequences for Chinese Script Conversion	May 7, 2020	General ClassificationTopic Classification	CodeCode Available	1
Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification	Sep 13, 2019	Federated LearningGeneral Classification	CodeCode Available	1
MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation	Mar 25, 2021	ClassificationDomain Adaptation	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
A ground-truth dataset and classification model for detecting bots in GitHub issue and PR comments	Oct 7, 2020	ClassificationGeneral Classification	CodeCode Available	1
An End-to-End Architecture for Keyword Spotting and Voice Activity Detection	Nov 28, 2016	Action DetectionActivity Detection	CodeCode Available	1
Active Learning for BERT: An Empirical Study	Nov 1, 2020	Active LearningBinary text classification	CodeCode Available	1
Leveraging Class Hierarchies with Metric-Guided Prototype Learning	Jul 6, 2020	General ClassificationSemantic Segmentation	CodeCode Available	1
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification	Feb 7, 2021	ClassificationEEG	CodeCode Available	1
MINE: Mutual Information Neural Estimation	Jan 12, 2018	General Classification	CodeCode Available	1
Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification	Aug 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Mitigating Unwanted Biases with Adversarial Learning	Jan 22, 2018	FairnessGeneral Classification	CodeCode Available	1
Active Learning for Deep Object Detection via Probabilistic Modeling	Mar 30, 2021	Active LearningClassification	CodeCode Available	1
MOCCA: Multi-Layer One-Class ClassificAtion for Anomaly Detection	Dec 9, 2020	Anomaly DetectionClassification	CodeCode Available	1
Modeling Relational Data with Graph Convolutional Networks	Mar 17, 2017	DecoderGeneral Classification	CodeCode Available	1
Modern Hopfield Networks and Attention for Immune Repertoire Classification	Jul 16, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1
Mood Classification Using Listening Data	Oct 22, 2020	ClassificationGeneral Classification	CodeCode Available	1
More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification	Aug 12, 2020	ClassificationGeneral Classification	CodeCode Available	1
Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image Classification	Dec 11, 2020	General ClassificationHyperspectral Image Classification	CodeCode Available	1
Multi-Label Classification Neural Networks with Hard Logical Constraints	Mar 24, 2021	ClassificationGeneral Classification	CodeCode Available	1
Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs	Oct 15, 2020	Document ClassificationGeneral Classification	CodeCode Available	1
A new Backdoor Attack in CNNs by training set corruption without label poisoning	Feb 12, 2019	Backdoor AttackGeneral 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	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