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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 12301–12350 of 14581 papers

TitleStatusHype
Semantic-Unit-Based Dilated Convolution for Multi-Label Text ClassificationCode0
The merits of Universal Language Model Fine-tuning for Small Datasets -- a case with Dutch book reviewsCode0
The minimal hitting set generation problem: algorithms and computationCode0
SeMemNN: A Semantic Matrix-Based Memory Neural Network for Text ClassificationCode0
The Monkeytyping Solution to the YouTube-8M Video Understanding ChallengeCode0
SemEval-2016 Task 4: Sentiment Analysis in TwitterCode0
Progressive Class Semantic Matching for Semi-supervised Text ClassificationCode0
Streaming Classification of Variable StarsCode0
On orthogonal projections for dimension reduction and applications in augmented target loss functions for learning problemsCode0
Multi-layered tensor networks for image classificationCode0
Progressive Graph Convolutional Networks for Semi-Supervised Node ClassificationCode0
XceptionTime: A Novel Deep Architecture based on Depthwise Separable Convolutions for Hand Gesture ClassificationCode0
Progressive Neural Architecture SearchCode0
Transfer and Multi-Task Learning for Noun-Noun Compound InterpretationCode0
Progressive Representation Adaptation for Weakly Supervised Object LocalizationCode0
MGCN: Semi-supervised Classification in Multi-layer Graphs with Graph Convolutional NetworksCode0
Morse Code Datasets for Machine LearningCode0
A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and ClassificationCode0
Transfer Capsule Network for Aspect Level Sentiment ClassificationCode0
Strengthening the Training of Convolutional Neural Networks By Using Walsh MatrixCode0
A Multi-View Ensemble Classification Model for Clinically Actionable Genetic MutationsCode0
Projective Latent Interventions for Understanding and Fine-tuning ClassifiersCode0
Semi-Conditional Normalizing Flows for Semi-Supervised LearningCode0
Maxout NetworksCode0
Multi-Label Zero-Shot Learning with Structured Knowledge GraphsCode0
Using Source Code Density to Improve the Accuracy of Automatic Commit Classification into Maintenance ActivitiesCode0
On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural NetworksCode0
The Omniglot challenge: a 3-year progress reportCode0
The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scaleCode0
Using stigmergy as a computational memory in the design of recurrent neural networksCode0
Max-margin Class Imbalanced Learning with Gaussian AffinityCode0
M2CAI Workflow Challenge: Convolutional Neural Networks with Time Smoothing and Hidden Markov Model for Video Frames ClassificationCode0
Transfer Learning based Detection of Diabetic Retinopathy from Small DatasetCode0
Structural Scaffolds for Citation Intent Classification in Scientific PublicationsCode0
Using Titles vs. Full-text as Source for Automated Semantic Document AnnotationCode0
Structure-Aware Hierarchical Graph Pooling using Information BottleneckCode0
Maximizing Invariant Data Perturbation with Stochastic OptimizationCode0
Structured Analysis Dictionary Learning for Image ClassificationCode0
Multi-label Music Genre Classification from Audio, Text, and Images Using Deep FeaturesCode0
Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical BayesCode0
On Loss Functions for Deep Neural Networks in ClassificationCode0
Online Normalization for Training Neural NetworksCode0
Causality-based Counterfactual Explanation for Classification ModelsCode0
Visualizing Point Cloud Classifiers by Curvature SmoothingCode0
Midi Miner -- A Python library for tonal tension and track classificationCode0
Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category GraphCode0
Variational Prototype Replays for Continual LearningCode0
Semi-supervised classification on graphs using explicit diffusion dynamicsCode0
Semi-Supervised Classification on Non-Sparse Graphs Using Low-Rank Graph Convolutional NetworksCode0
MicronNet: A Highly Compact Deep Convolutional Neural Network Architecture for Real-time Embedded Traffic Sign ClassificationCode0
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

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