General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 576–600 of 14581 papers

Title	Date	Tasks	Status	Hype
Hyperspectral Image Classification with Attention Aided CNNs	May 25, 2020	ClassificationGeneral Classification	CodeCode Available	1
Focus Longer to See Better:Recursively Refined Attention for Fine-Grained Image Classification	May 22, 2020	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1
Semi-supervised Medical Image Classification with Global Latent Mixing	May 22, 2020	ClassificationGeneral Classification	CodeCode Available	1
Classification of Epithelial Ovarian Carcinoma Whole-Slide Pathology Images Using Deep Transfer Learning	May 22, 2020	General ClassificationTransfer Learning	CodeCode Available	1
From ImageNet to Image Classification: Contextualizing Progress on Benchmarks	May 22, 2020	ClassificationGeneral Classification	CodeCode Available	1
Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification	May 21, 2020	ClassificationGeneral Classification	CodeCode Available	1
Interpretable and Accurate Fine-grained Recognition via Region Grouping	May 21, 2020	Fine-Grained Visual RecognitionGeneral Classification	CodeCode Available	1
A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency	May 19, 2020	ClassificationGeneral Classification	CodeCode Available	1
Improve robustness of DNN for ECG signal classification:a noise-to-signal ratio perspective	May 18, 2020	Adversarial AttackAdversarial Robustness	CodeCode Available	1
Multi-level Feature Fusion-based CNN for Local Climate Zone Classification from Sentinel-2 Images: Benchmark Results on the So2Sat LCZ42 Dataset	May 16, 2020	ClassificationGeneral Classification	CodeCode Available	1
Convolutional neural networks for classification and regression analysis of one-dimensional spectral data	May 15, 2020	Classificationfeature selection	CodeCode Available	1
COVID-Twitter-BERT: A Natural Language Processing Model to Analyse COVID-19 Content on Twitter	May 15, 2020	ClassificationGeneral Classification	CodeCode Available	1
Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model	May 15, 2020	ClassificationGeneral Classification	CodeCode Available	1
Adaptive XGBoost for Evolving Data Streams	May 15, 2020	Drift DetectionGeneral Classification	CodeCode Available	1
Deep Hierarchical Classification for Category Prediction in E-commerce System	May 14, 2020	ClassificationGeneral Classification	CodeCode Available	1
Semi-supervised Neural Chord Estimation Based on a Variational Autoencoder with Latent Chord Labels and Features	May 14, 2020	General ClassificationVariational Inference	CodeCode Available	1
Dense-Resolution Network for Point Cloud Classification and Segmentation	May 14, 2020	3D Part Segmentation3D Point Cloud Classification	CodeCode Available	1
Simultaneous imputation and disease classification in incomplete medical datasets using Multigraph Geometric Matrix Completion (MGMC)	May 14, 2020	ClassificationDisease Prediction	CodeCode Available	1
Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image Representation	May 14, 2020	General ClassificationSpecificity	CodeCode Available	1
Modularizing Deep Learning via Pairwise Learning With Kernels	May 12, 2020	Binary ClassificationDeep Learning	CodeCode Available	1
HYDRA: A multimodal deep learning framework for malware classification	May 12, 2020	ClassificationDeep Learning	CodeCode Available	1
Infant Crying Detection in Real-World Environments	May 12, 2020	Event DetectionGeneral Classification	CodeCode Available	1
SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics	May 8, 2020	ClassificationEmotion Classification	CodeCode Available	1
Wavelet Integrated CNNs for Noise-Robust Image Classification	May 7, 2020	ClassificationGeneral Classification	CodeCode Available	1
XEM: An Explainable-by-Design Ensemble Method for Multivariate Time Series Classification	May 7, 2020	BIG-bench Machine LearningGeneral 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