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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 301–350 of 14581 papers

TitleStatusHype
Few-Shot Classification with Feature Map Reconstruction NetworksCode1
Fair Attribute Classification through Latent Space De-biasingCode1
Is normalization indispensable for training deep neural network?Code1
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video ClassificationCode1
Graph Stochastic Neural Networks for Semi-supervised LearningCode1
How Can I Explain This to You? An Empirical Study of Deep Neural Network Explanation MethodsCode1
Certified Robustness of Graph Convolution Networks for Graph Classification under Topological AttacksCode1
Task-Oriented Feature DistillationCode1
Dynamic Image for 3D MRI Image Alzheimer's Disease ClassificationCode1
Deeper or Wider Networks of Point Clouds with Self-attention?Code1
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image ClassificationCode1
ProtoPShare: Prototype Sharing for Interpretable Image Classification and Similarity DiscoveryCode1
General Multi-label Image Classification with TransformersCode1
Correct block-design experiments mitigate temporal correlation bias in EEG classificationCode1
No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification ProblemsCode1
Delving Deep into Label SmoothingCode1
Match Them Up: Visually Explainable Few-shot Image ClassificationCode1
Search4Code: Code Search Intent Classification Using Weak SupervisionCode1
Mixture-based Feature Space Learning for Few-shot Image ClassificationCode1
Semi-supervised Gated Recurrent Neural Networks for Robotic Terrain ClassificationCode1
Large Scale Multimodal Classification Using an Ensemble of Transformer Models and Co-AttentionCode1
Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time IntervalsCode1
KeepAugment: A Simple Information-Preserving Data Augmentation ApproachCode1
Boundary-sensitive Pre-training for Temporal Localization in VideosCode1
Sentiment Classification in Bangla Textual Content: A Comparative StudyCode1
Dense Label Encoding for Boundary Discontinuity Free Rotation DetectionCode1
Your "Flamingo" is My "Bird": Fine-Grained, or NotCode1
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive LearningCode1
Neural Semi-supervised Learning for Text Classification Under Large-Scale PretrainingCode1
Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min UncertaintyCode1
One Explanation is Not Enough: Structured Attention Graphs for Image ClassificationCode1
Atrial Fibrillation Detection and ECG Classification based on CNN-BiLSTMCode1
Gaussian RAM: Lightweight Image Classification via Stochastic Retina-Inspired Glimpse and Reinforcement LearningCode1
ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite ImageryCode1
Optimized Loss Functions for Object detection: A Case Study on Nighttime Vehicle DetectionCode1
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image ClassificationCode1
Multiscale Attention Guided Network for COVID-19 Diagnosis Using Chest X-ray ImagesCode1
Two-stage Training of Graph Neural Networks for Graph ClassificationCode1
A Weakly Supervised Convolutional Network for Change Segmentation and ClassificationCode1
This Looks Like That, Because ... Explaining Prototypes for Interpretable Image RecognitionCode1
Learning and Evaluating Representations for Deep One-class ClassificationCode1
Mutual Modality Learning for Video Action ClassificationCode1
Minimax Pareto Fairness: A Multi Objective PerspectiveCode1
A Two-Stage Approach to Device-Robust Acoustic Scene ClassificationCode1
c-lasso -- a Python package for constrained sparse and robust regression and classificationCode1
Classification of Periodic Variable Stars with Novel Cyclic-Permutation Invariant Neural NetworksCode1
Be More with Less: Hypergraph Attention Networks for Inductive Text ClassificationCode1
Active Learning for BERT: An Empirical StudyCode1
Weakly Supervised 3D Classification of Chest CT using Aggregated Multi-Resolution Deep Segmentation FeaturesCode1
Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information MaximizationCode1
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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