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Binary Classification

Papers

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Showing 1051–1100 of 2574 papers

TitleStatusHype
Explanations Based on Item Response Theory (eXirt): A Model-Specific Method to Explain Tree-Ensemble Model in Trust PerspectiveCode0
Towards Understanding GD with Hard and Conjugate Pseudo-labels for Test-Time Adaptation—0
Systematic Evaluation of Predictive FairnessCode0
Stochastic Differentially Private and Fair LearningCode0
Review Learning: Alleviating Catastrophic Forgetting with Generative Replay without Generator—0
Explaining machine learning models for age classification in human gait analysis—0
A Fault Detection Scheme Utilizing Convolutional Neural Network for PV Solar Panels with High Accuracy—0
Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithmsCode0
Automated dysgraphia detection by deep learning with SensoGrip—0
"John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of FeasibilityCode0
Vision Transformers provably learn spatial structure—0
Contrastive Neural Ratio Estimation for Simulation-based InferenceCode0
Aggregating Layers for Deepfake DetectionCode0
UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentationCode0
Synthetic Voice Detection and Audio Splicing Detection using SE-Res2Net-Conformer Architecture—0
Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems—0
UB Health Miners@SMM4H’22: Exploring Pre-processing Techniques To Classify Tweets Using Transformer Based Pipelines.—0
MaNLP@SMM4H’22: BERT for Classification of Twitter Posts—0
Overview of the DAGPap22 Shared Task on Detecting Automatically Generated Scientific Papers—0
Overview of the 2022 Validity and Novelty Prediction Shared TaskCode0
Effective Data Augmentation for Sentence Classification Using One VAE per Class—0
New or Old? Exploring How Pre-Trained Language Models Represent Discourse EntitiesCode0
Learning to Evaluate Humor in Memes Based on the Incongruity Theory—0
Hierarchical Neyman-Pearson Classification for Prioritizing Severe Disease Categories in COVID-19 Patient Data—0
Correlated Feature Aggregation by Region Helps Distinguish Aggressive from Indolent Clear Cell Renal Cell Carcinoma Subtypes on CT—0
Quantifying the effect of color processing on blood and damaged tissue detection in Whole Slide ImagesCode0
MulBot: Unsupervised Bot Detection Based on Multivariate Time Series—0
Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems—0
Deep Superpixel Generation and Clustering for Weakly Supervised Segmentation of Brain Tumors in MR Images—0
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image ClassificationCode1
Trigger Warnings: Bootstrapping a Violence Detector for FanFiction—0
SynSciPass: detecting appropriate uses of scientific text generationCode0
Grouping-matrix based Graph Pooling with Adaptive Number of Clusters—0
Effective Class-Imbalance learning based on SMOTE and Convolutional Neural Networks—0
Using Taylor-Approximated Gradients to Improve the Frank-Wolfe Method for Empirical Risk Minimization—0
Temporal Label Smoothing for Early Event PredictionCode0
Two-stage Fall Events Classification with Human Skeleton Data—0
pystacked: Stacking generalization and machine learning in StataCode1
Faint Features Tell: Automatic Vertebrae Fracture Screening Assisted by Contrastive Learning—0
Audio Deepfake Attribution: An Initial Dataset and Investigation—0
Classification Performance Metric Elicitation and its Applications—0
FOLD-SE: An Efficient Rule-based Machine Learning Algorithm with Scalable Explainability—0
Self-Supervised Vision Transformers for Malware DetectionCode1
Is Your Model Sensitive? SPeDaC: A New Benchmark for Detecting and Classifying Sensitive Personal Data—0
Generative Transfer Learning: Covid-19 Classification with a few Chest X-ray ImagesCode0
Explainable prediction of Qcodes for NOTAMs using column generation—0
Gradient Flows for L2 Support Vector Machine Training—0
Data-centric AI approach to improve optic nerve head segmentation and localization in OCT en face images—0
An example of use of Variational Methods in Quantum Machine Learning—0
Compressing (Multidimensional) Learned Bloom Filters—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