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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 151–200 of 14581 papers

TitleStatusHype
An evidential classifier based on Dempster-Shafer theory and deep learningCode1
Industrial Machine Tool Component Surface Defect DatasetCode1
Bag of Tricks for Node Classification with Graph Neural NetworksCode1
Multi-Label Classification Neural Networks with Hard Logical ConstraintsCode1
A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced ScenariosCode1
AutoMix: Unveiling the Power of Mixup for Stronger ClassifiersCode1
An Empirical Analysis of Image-Based Learning Techniques for Malware ClassificationCode1
Adversarial Feature Augmentation and Normalization for Visual RecognitionCode1
Tiny Transformers for Environmental Sound Classification at the EdgeCode1
PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERTCode1
Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph ClassificationCode1
Self-Supervised Classification NetworkCode1
MSMatch: Semi-Supervised Multispectral Scene Classification with Few LabelsCode1
Danish Fungi 2020 -- Not Just Another Image Recognition DatasetCode1
Consistency-based Active Learning for Object DetectionCode1
Triplet-Watershed for Hyperspectral Image ClassificationCode1
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer InterfaceCode1
GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural NetworksCode1
How Many Data Points is a Prompt Worth?Code1
Deep Reinforcement Learning for Band Selection in Hyperspectral Image ClassificationCode1
Three Steps to Multimodal Trajectory Prediction: Modality Clustering, Classification and SynthesisCode1
Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum LearningCode1
BIKED: A Dataset for Computational Bicycle Design with Machine Learning BenchmarksCode1
An Amharic News Text classification DatasetCode1
ForgeryNet: A Versatile Benchmark for Comprehensive Forgery AnalysisCode1
Unveiling the Potential of Structure Preserving for Weakly Supervised Object LocalizationCode1
Contemplating real-world object classificationCode1
Size-Invariant Graph Representations for Graph Classification ExtrapolationsCode1
ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data CharacteristicCode1
Learning Accurate and Interpretable Decision Rule Sets from Neural NetworksCode1
Feature Boosting, Suppression, and Diversification for Fine-Grained Visual ClassificationCode1
Barlow Twins: Self-Supervised Learning via Redundancy ReductionCode1
Group-wise Inhibition based Feature Regularization for Robust ClassificationCode1
PML: Progressive Margin Loss for Long-tailed Age ClassificationCode1
Label-Imbalanced and Group-Sensitive Classification under OverparameterizationCode1
Strategic Classification Made PracticalCode1
SoundCLR: Contrastive Learning of Representations For Improved Environmental Sound ClassificationCode1
A Survey of Deep Learning Techniques for Weed Detection from ImagesCode1
Adversarial Reciprocal Points Learning for Open Set RecognitionCode1
RoBERTa-wwm-ext Fine-Tuning for Chinese Text ClassificationCode1
SISE-PC: Semi-supervised Image Subsampling for Explainable PathologyCode1
Clustering Aware Classification for Risk Prediction and Subtyping in Clinical DataCode1
V2W-BERT: A Framework for Effective Hierarchical Multiclass Classification of Software VulnerabilitiesCode1
FINE Samples for Learning with Noisy LabelsCode1
On Feature Collapse and Deep Kernel Learning for Single Forward Pass UncertaintyCode1
MetaDelta: A Meta-Learning System for Few-shot Image ClassificationCode1
Conditional Positional Encodings for Vision TransformersCode1
Hard-Attention for Scalable Image ClassificationCode1
PySensors: A Python Package for Sparse Sensor PlacementCode1
A Deep Graph Wavelet Convolutional Neural Network for Semi-supervised Node ClassificationCode1
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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