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Binary Classification

Papers

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Showing 1751–1800 of 2574 papers

TitleStatusHype
Image Retrieval for Structure-from-Motion via Graph Convolutional Network—0
Deep Detection for Face Manipulation—0
Multiclass Model for Agriculture development using Multivariate Statistical method—0
Do Response Selection Models Really Know What's Next? Utterance Manipulation Strategies for Multi-turn Response SelectionCode1
Binary Classification as a Phase Separation ProcessCode0
Quantum Discriminator for Binary Classification—0
A Rigorous Machine Learning Analysis Pipeline for Biomedical Binary Classification: Application in Pancreatic Cancer Nested Case-control Studies with Implications for Bias AssessmentsCode1
QutNocturnal@HASOC'19: CNN for Hate Speech and Offensive Content Identification in Hindi LanguageCode0
The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image ClassificationCode0
Propensity-to-Pay: Machine Learning for Estimating Prediction UncertaintyCode0
Gesture Recognition from Skeleton Data for Intuitive Human-Machine Interaction—0
SOAR: Simultaneous Or of And Rules for Classification of Positive & Negative Classes—0
Deep Networks and the Multiple Manifold Problem—0
Evaluating Nonlinear Decision Trees for Binary Classification Tasks with Other Existing Methods—0
Towards adversarial robustness with 01 loss neural networksCode0
On transversality of bent hyperplane arrangements and the topological expressiveness of ReLU neural networksCode0
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean SpaceCode1
Negative Confidence-Aware Weakly Supervised Binary Classification for Effective Review Helpfulness Classification—0
A New Perspective on Pool-Based Active Classification and False-Discovery Control—0
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms—0
Learning CNN filters from user-drawn image markers for coconut-tree image classification—0
Convolutional Ordinal Regression Forest for Image Ordinal Estimation—0
Measuring Pain in Sickle Cell Disease using Clinical Text—0
Can I Pour into It? Robot Imagining Open Containability Affordance of Previously Unseen Objects via Physical SimulationsCode1
A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification—0
Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty QuantificationCode0
Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis PredictionCode1
Dopant Network Processing Units: Towards Efficient Neural-network Emulators with High-capacity Nanoelectronic NodesCode0
Gesture Recognition for Initiating Human-to-Robot HandoversCode1
Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed DatasetsCode1
Convexifying Sparse Interpolation with Infinitely Wide Neural Networks: An Atomic Norm Approach—0
The Notary in the Haystack -- Countering Class Imbalance in Document Processing with CNNs—0
Degrees of individual and groupwise backward and forward responsibility in extensive-form games with ambiguity, and their application to social choice problems—0
Predictive Value Generalization Bounds—0
Learning to Switch CNNs with Model Agnostic Meta Learning for Fine Precision Visual Servoing—0
Robust Bayesian Classification Using an Optimistic Score RatioCode0
Machine Learning with the Sugeno Integral: The Case of Binary Classification—0
Consistent Structured Prediction with Max-Min Margin Markov NetworksCode0
ACFD: Asymmetric Cartoon Face DetectorCode1
Efficient computation and analysis of distributional Shapley values—0
Second Order PAC-Bayesian Bounds for the Weighted Majority VoteCode1
Information Theoretic Lower Bounds for Feed-Forward Fully-Connected Deep Networks—0
An ensemble learning framework based on group decision making—0
Making Use of NXt to Nothing: The Effect of Class Imbalances on DGA Detection Classifiers—0
Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling—0
Want to Identify, Extract and Normalize Adverse Drug Reactions in Tweets? Use RoBERTa—0
Digit Image Recognition Using an Ensemble of One-Versus-All Deep Network Classifiers—0
Predicting Customer Churn in World of Warcraft—0
Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case—0
Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack DetectionCode1
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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