General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 51–75 of 14581 papers

Title	Date	Tasks	Status	Hype
Training RNNs as Fast as CNNs	Jan 1, 2018	General ClassificationLanguage Modeling	CodeCode Available	2
R-FCN-3000 at 30fps: Decoupling Detection and Classification	Dec 5, 2017	ClassificationGeneral Classification	CodeCode Available	2
Simple Recurrent Units for Highly Parallelizable Recurrence	Sep 8, 2017	General ClassificationMachine Translation	CodeCode Available	2
Random Erasing Data Augmentation	Aug 16, 2017	Data AugmentationGeneral Classification	CodeCode Available	2
Prototypical Networks for Few-shot Learning	Mar 15, 2017	Category-Agnostic Pose EstimationFew-Shot Image Classification	CodeCode Available	2
Fully Convolutional Instance-aware Semantic Segmentation	Nov 23, 2016	General ClassificationInstance Segmentation	CodeCode Available	2
Some Improvements on Deep Convolutional Neural Network Based Image Classification	Dec 19, 2013	ClassificationGeneral Classification	CodeCode Available	2
Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices	Sep 12, 2023	General ClassificationMultimodal Text and Image 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
Unlocking the Use of Raw Multispectral Earth Observation Imagery for Onboard Artificial Intelligence	May 12, 2023	Disaster ResponseEarth Observation	CodeCode Available	1
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution	Apr 4, 2023	DisentanglementDomain Generalization	CodeCode Available	1
Fair and Optimal Classification via Post-Processing	Nov 3, 2022	AttributeClassification	CodeCode Available	1
Hierarchical classification at multiple operating points	Oct 19, 2022	General Classification	CodeCode Available	1
Association Graph Learning for Multi-Task Classification with Category Shifts	Oct 10, 2022	General ClassificationGraph Learning	CodeCode Available	1
SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models	Oct 7, 2022	General Classificationimage-classification	CodeCode Available	1
A kernel-based quantum random forest for improved classification	Oct 5, 2022	General ClassificationQuantum Machine Learning	CodeCode Available	1
Learning Temporal Resolution in Spectrogram for Audio Classification	Oct 4, 2022	Audio ClassificationGeneral Classification	CodeCode Available	1
Supervised Dimensionality Reduction and Image Classification Utilizing Convolutional Autoencoders	Aug 25, 2022	Deep LearningDimensionality Reduction	CodeCode Available	1
Stop&Hop: Early Classification of Irregular Time Series	Aug 21, 2022	Early ClassificationGeneral Classification	CodeCode Available	1
Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers	Aug 15, 2022	Automatic Sleep Stage ClassificationDeep Learning	CodeCode Available	1
Visual Localization via Few-Shot Scene Region Classification	Aug 14, 2022	General ClassificationMemorization	CodeCode Available	1
On the Limitations of Continual Learning for Malware Classification	Aug 13, 2022	Continual LearningGeneral Classification	CodeCode Available	1
Scalable Quantum Neural Networks for Classification	Aug 4, 2022	Binary ClassificationGeneral Classification	CodeCode Available	1
Inductive and Transductive Few-Shot Video Classification via Appearance and Temporal Alignments	Jul 21, 2022	General ClassificationVideo Classification	CodeCode Available	1
Visual Knowledge Tracing	Jul 20, 2022	Autonomous DrivingGeneral 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