General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 976–1000 of 14581 papers

Title	Date	Tasks	Status	Hype
Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks	May 27, 2019	General Classificationimage-classification	CodeCode Available	1
STRAPPER: Preference-based Reinforcement Learning via Self-training Augmentation and Peer Regularization	Jul 19, 2023	General Classificationreinforcement-learning	CodeCode Available	1
Strategic Classification	Jun 23, 2015	BIG-bench Machine LearningClassification	CodeCode Available	1
Streaming Graph Neural Networks	Oct 24, 2018	Community DetectionGeneral Classification	CodeCode Available	1
stream-learn -- open-source Python library for difficult data stream batch analysis	Jan 29, 2020	Binary ClassificationClassification	CodeCode Available	1
One Explanation is Not Enough: Structured Attention Graphs for Image Classification	Nov 13, 2020	Classificationcounterfactual	CodeCode Available	1
Subspace Capsule Network	Feb 7, 2020	General ClassificationGenerative Adversarial Network	CodeCode Available	1
Achieving robustness in classification using optimal transport with hinge regularization	Jun 11, 2020	Adversarial RobustnessBinary Classification	CodeCode Available	1
AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification	Apr 21, 2020	General Classificationimage-classification	CodeCode Available	1
Supervised Learning with Quantum Measurements	Apr 2, 2020	Bayesian InferenceGeneral Classification	CodeCode Available	1
Supervised Multimodal Bitransformers for Classifying Images and Text	Sep 6, 2019	General ClassificationNatural Language Inference	CodeCode Available	1
TAFSSL: Task-Adaptive Feature Sub-Space Learning for few-shot classification	Mar 14, 2020	DiversityFew-Shot Learning	CodeCode Available	1
Task-Driven Convolutional Recurrent Models of the Visual System	Jun 20, 2018	General ClassificationObject Recognition	CodeCode Available	1
Task-Oriented Feature Distillation	Dec 1, 2020	3D ClassificationGeneral Classification	CodeCode Available	1
TCLR: Temporal Contrastive Learning for Video Representation	Jan 20, 2021	Action ClassificationAction Recognition	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
Text Classification Using Label Names Only: A Language Model Self-Training Approach	Oct 14, 2020	ClassificationDocument Classification	CodeCode Available	1
The Cascade Transformer: an Application for Efficient Answer Sentence Selection	May 5, 2020	General ClassificationQuestion Answering	CodeCode Available	1
The Devil is in Classification: A Simple Framework for Long-tail Object Detection and Instance Segmentation	Jul 23, 2020	General ClassificationInstance Segmentation	CodeCode Available	1
The HSIC Bottleneck: Deep Learning without Back-Propagation	Aug 5, 2019	ClassificationDeep Learning	CodeCode Available	1
The iNaturalist Species Classification and Detection Dataset	Jul 20, 2017	General Classificationimage-classification	CodeCode Available	1
The MCC-F1 curve: a performance evaluation technique for binary classification	Jun 17, 2020	Binary ClassificationGeneral Classification	CodeCode Available	1
The Multilingual Amazon Reviews Corpus	Oct 6, 2020	ClassificationCross-Lingual Transfer	CodeCode Available	1
The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification	Oct 19, 2020	ClassificationGeneral Classification	CodeCode Available	1
AP-Loss for Accurate One-Stage Object Detection	Aug 17, 2020	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