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Binary Classification

Papers

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Showing 551–600 of 2574 papers

TitleStatusHype
A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset—0
On the Generalization Ability of Unsupervised Pretraining—0
ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language ModelCode1
Application of Quantum Tensor Networks for Protein Classification—0
Automatic Detection and Classification of Corona Infection (COVID-19) from X-ray Images Using Convolution Neural Network—0
Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural NetworkCode1
GuardT2I: Defending Text-to-Image Models from Adversarial PromptsCode3
Improve Cost Efficiency of Active Learning over Noisy Dataset—0
Tree-Regularized Tabular EmbeddingsCode0
Automatic Radar Signal Detection and FFT Estimation using Deep Learning—0
Detecting Anti-vaccine Content on Twitter using Multiple Message-Based Network Representations—0
Predicting machine failures from multivariate time series: an industrial case study—0
The KANDY Benchmark: Incremental Neuro-Symbolic Learning and Reasoning with Kandinsky PatternsCode0
A Provably Accurate Randomized Sampling Algorithm for Logistic RegressionCode0
On Trojan Signatures in Large Language Models of Code—0
How Do Nonlinear Transformers Learn and Generalize in In-Context Learning?—0
Differentially Private Fair Binary ClassificationsCode0
Fixed Random Classifier Rearrangement for Continual Learning—0
AttributionBench: How Hard is Automatic Attribution Evaluation?Code1
Annotation and Classification of Relevant Clauses in Terms-and-Conditions ContractsCode0
Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions—0
Machine-Generated Text LocalizationCode1
Guided Quantum Compression for High Dimensional Data ClassificationCode0
Learning-based Bone Quality Classification Method for Spinal Metastasis—0
Synergistic eigenanalysis of covariance and Hessian matrices for enhanced binary classification—0
Oracle-Efficient Differentially Private Learning with Public Data—0
You can monitor your hydration level using your smartphone camera—0
A Novel Gaussian Min-Max Theorem and its Applications—0
On Computationally Efficient Multi-Class Calibration—0
Self-Calibrating Conformal PredictionCode1
For Better or For Worse? Learning Minimum Variance Features With Label Augmentation—0
Learning Contrastive Feature Representations for Facial Action Unit DetectionCode0
Implicit Bias and Fast Convergence Rates for Self-attention—0
Optimizing for ROC Curves on Class-Imbalanced Data by Training over a Family of Loss FunctionsCode0
CapsF: Capsule Fusion for Extracting psychiatric stressors for suicide from twitter—0
News Source Credibility Assessment: A Reddit Case Study—0
Combining shape and contour features to improve tool wear monitoring in milling processes—0
Generalization Properties of Adversarial Training for _0-Bounded Adversarial Attacks—0
PowerGraph: A power grid benchmark dataset for graph neural networks—0
Bispectrum Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types—0
Graph-based Clustering for Detecting Semantic Change Across Time and LanguagesCode0
Coronary Artery Disease Classification with Different Lesion Degree Ranges based on Deep Learning—0
Common Sense Reasoning for Deepfake DetectionCode3
Data organization limits the predictability of binary classification—0
GuReT: Distinguishing Guilt and Regret related Text—0
Consistent algorithms for multi-label classification with macro-at-k metricsCode0
Geospatial Disparities: A Case Study on Real Estate Prices in ParisCode0
Cross-Database Liveness Detection: Insights from Comparative Biometric AnalysisCode0
Bayesian Nonparametrics Meets Data-Driven Distributionally Robust OptimizationCode0
Stitching Satellites to the Edge: Pervasive and Efficient Federated LEO Satellite Learning—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified