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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 2151–2200 of 14581 papers

TitleStatusHype
Revisiting Data Complexity Metrics Based on Morphology for Overlap and Imbalance: Snapshot, New Overlap Number of Balls Metrics and Singular Problems ProspectCode0
The Notary in the Haystack -- Countering Class Imbalance in Document Processing with CNNs—0
Add a SideNet to your MainNet—0
Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restorationCode1
SRDCNN: Strongly Regularized Deep Convolution Neural Network Architecture for Time-series Sensor Signal Classification Tasks—0
Machine Learning for Offensive Security: Sandbox Classification Using Decision Trees and Artificial Neural Networks—0
Adversarial Examples and Metrics—0
Adversarial Attacks against Neural Networks in Audio Domain: Exploiting Principal Components—0
A Class of Conjugate Priors for Multinomial Probit Models which Includes the Multivariate Normal One—0
Improving P300 Speller performance by means of optimization and machine learning—0
Expert Training: Task Hardness Aware Meta-Learning for Few-Shot Classification—0
Embedded Deep Bilinear Interactive Information and Selective Fusion for Multi-view Learning—0
Learning and Exploiting Interclass Visual Correlations for Medical Image Classification—0
Location-Aware Box Reasoning for Anchor-Based Single-Shot Object Detection—0
Implicit Bias in Deep Linear Classification: Initialization Scale vs Training Accuracy—0
Gender Classification and Bias Mitigation in Facial Images—0
Learning to Learn Parameterized Classification Networks for Scalable Input ImagesCode1
HSD Shared Task in VLSP Campaign 2019:Hate Speech Detection for Social GoodCode0
GeoStat Representations of Time Series for Fast Classification—0
An Enhanced Text Classification to Explore Health based Indian Government Policy Tweets—0
Learning Differential Diagnosis of Skin Conditions with Co-occurrence Supervision using Graph Convolutional Networks—0
Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit ModelCode1
Fruit classification using deep feature maps in the presence of deceptive similar classes—0
Visualizing Classification Structure of Large-Scale ClassifiersCode0
Entanglement and Tensor Networks for Supervised Image Classification—0
A Comparative Study on Polyp Classification using Convolutional Neural Networks—0
Mitigating backdoor attacks in LSTM-based Text Classification Systems by Backdoor Keyword Identification—0
Towards Cross-Granularity Few-Shot Learning: Coarse-to-Fine Pseudo-Labeling with Visual-Semantic Meta-Embedding—0
Towards Robust Classification with Deep Generative ForestsCode1
M-Evolve: Structural-Mapping-Based Data Augmentation for Graph Classification—0
Transfer learning extensions for the probabilistic classification vector machine—0
Lightweight Modules for Efficient Deep Learning based Image RestorationCode1
Adversarially-Trained Deep Nets Transfer Better: Illustration on Image ClassificationCode1
Usefulness of interpretability methods to explain deep learning based plant stress phenotyping—0
Robust Classification under Class-Dependent Domain Shift—0
Evaluation of Big Data based CNN Models in Classification of Skin Lesions with Melanoma—0
Generalized Maximum Entropy for Supervised ClassificationCode1
To BAN or not to BAN: Bayesian Attention Networks for Reliable Hate Speech Detection—0
Affine Non-negative Collaborative Representation Based Pattern ClassificationCode0
TIMELY: Improving Labeling Consistency in Medical Imaging for Cell Type ClassificationCode0
Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images—0
Information-Theoretic Approach to Navigation for Efficient Detection and Classification of Underwater Objects—0
Predictive Value Generalization Bounds—0
Generalized Few-Shot Video Classification with Video Retrieval and Feature GenerationCode1
Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation—0
Capturing scattered discriminative information using a deep architecture in acoustic scene classification—0
Few Is Enough: Task-Augmented Active Meta-Learning for Brain Cell Classification—0
Pollen13K: A Large Scale Microscope Pollen Grain Image Dataset—0
StyPath: Style-Transfer Data Augmentation For Robust Histology Image ClassificationCode0
Robust Bayesian Classification Using an Optimistic Score RatioCode0
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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