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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 901–950 of 14581 papers

TitleStatusHype
Bag of Tricks for Image Classification with Convolutional Neural NetworksCode1
Iterative Reorganization with Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation LearningCode1
Deep Cosine Metric Learning for Person Re-IdentificationCode1
Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networksCode1
End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal ClassificationCode1
Transfer learning for time series classificationCode1
Invertible Residual NetworksCode1
AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text ClassificationCode1
DialogueRNN: An Attentive RNN for Emotion Detection in ConversationsCode1
DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applicationsCode1
Streaming Graph Neural NetworksCode1
CatBoost: gradient boosting with categorical features supportCode1
A Comparison of 1-D and 2-D Deep Convolutional Neural Networks in ECG ClassificationCode1
Complementary-Label Learning for Arbitrary Losses and ModelsCode1
DeepWeeds: A Multiclass Weed Species Image Dataset for Deep LearningCode1
Fast Context Adaptation via Meta-LearningCode1
How Powerful are Graph Neural Networks?Code1
NICE: Noise Injection and Clamping Estimation for Neural Network QuantizationCode1
Deep Graph InfomaxCode1
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learningCode1
Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised DetectionCode1
Graph Convolutional Networks for Text ClassificationCode1
Learning to Navigate for Fine-grained ClassificationCode1
Proximity Forest: An effective and scalable distance-based classifier for time seriesCode1
Characterizing classification datasets: a study of meta-features for meta-learningCode1
Learning deep representations by mutual information estimation and maximizationCode1
Interpretable Time Series Classification using All-Subsequence Learning and Symbolic Representations in Time and Frequency DomainsCode1
Automatically designing CNN architectures using genetic algorithm for image classificationCode1
Transfer Learning for Brain-Computer Interfaces: A Euclidean Space Data Alignment ApproachCode1
The Unreasonable Effectiveness of Texture Transfer for Single Image Super-resolutionCode1
End-to-End Physics Event Classification with CMS Open Data: Applying Image-Based Deep Learning to Detector Data for the Direct Classification of Collision Events at the LHCCode1
Acquisition of Localization Confidence for Accurate Object DetectionCode1
End-to-end Deep Learning from Raw Sensor Data: Atrial Fibrillation Detection using WearablesCode1
Invariant Information Clustering for Unsupervised Image Classification and SegmentationCode1
Machine Learning with Membership Privacy using Adversarial RegularizationCode1
AudioMNIST: Exploring Explainable Artificial Intelligence for Audio Analysis on a Simple BenchmarkCode1
VFPred: A Fusion of Signal Processing and Machine Learning techniques in Detecting Ventricular Fibrillation from ECG SignalsCode1
This Looks Like That: Deep Learning for Interpretable Image RecognitionCode1
DARTS: Differentiable Architecture SearchCode1
Hierarchical Graph Representation Learning with Differentiable PoolingCode1
Task-Driven Convolutional Recurrent Models of the Visual SystemCode1
Cold-Start Aware User and Product Attention for Sentiment ClassificationCode1
Feature Pyramid Network for Multi-Class Land SegmentationCode1
Representation Learning of Entities and Documents from Knowledge Base DescriptionsCode1
Evaluating surgical skills from kinematic data using convolutional neural networksCode1
Evidential Deep Learning to Quantify Classification UncertaintyCode1
Unsupervised Feature Learning via Non-Parametric Instance DiscriminationCode1
Anonymous Walk EmbeddingsCode1
Improving the Resolution of CNN Feature Maps Efficiently with MultisamplingCode1
A Corpus for Multilingual Document Classification in Eight LanguagesCode1
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1XBNETAccuracy100—Unverified
2MONT3Accuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified