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Binary Classification

Papers

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Showing 1001–1050 of 2574 papers

TitleStatusHype
De-risking Carbon Capture and Sequestration with Explainable CO2 Leakage Detection in Time-lapse Seismic Monitoring ImagesCode1
Interpretable ML for Imbalanced DataCode0
Improving group robustness under noisy labels using predictive uncertainty—0
Population Template-Based Brain Graph Augmentation for Improving One-Shot Learning Classification—0
Unfolding Local Growth Rate Estimates for (Almost) Perfect Adversarial DetectionCode0
MaNLP@SMM4H22: BERT for Classification of Twitter Posts—0
Deep learning approach for interruption attacks detection in LEO satellite networks—0
Differentially-Private Bayes Consistency—0
Metric Elicitation; Moving from Theory to Practice—0
Leveraging Structure for Improved Classification of Grouped Biased DataCode0
Hybrid Model using Feature Extraction and Non-linear SVM for Brain Tumor Classification—0
Transformers for End-to-End InfoSec Tasks: A Feasibility Study—0
Benchmarking Offline Reinforcement Learning Algorithms for E-Commerce Order Fraud Evaluation—0
Label Encoding for Regression NetworksCode1
High Dimensional Binary Classification under Label Shift: Phase Transition and Regularization—0
Split-PU: Hardness-aware Training Strategy for Positive-Unlabeled LearningCode0
Semi-supervised binary classification with latent distance learning—0
Forged Image Detection using SOTA Image Classification Deep Learning Methods for Image Forensics with Error Level Analysis—0
Deep-Learning-based Vulnerability Detection in Binary Executables—0
Positive unlabeled learning with tensor networksCode0
Lifting Weak Supervision To Structured PredictionCode0
Question-type Identification for Academic Questions in Online Learning Platform—0
Event Causality Identification with Causal News Corpus -- Shared Task 3, CASE 2022—0
Photonic Quantum Computing For Polymer Classification—0
Rooms with Text: A Dataset for Overlaying Text Detection—0
Patch-level Gaze Distribution Prediction for Gaze FollowingCode0
Finding active galactic nuclei through FinkCode1
Explainable Artificial Intelligence and Causal Inference based ATM Fraud Detection—0
PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item DetectionCode1
Quantifying Human Bias and Knowledge to guide ML models during Training—0
Audio Anti-spoofing Using a Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning—0
Detecting Disengagement in Virtual Learning as an Anomaly using Temporal Convolutional Network Autoencoder—0
Rethinking Log Odds: Linear Probability Modelling and Expert Advice in Interpretable Machine Learning—0
Towards Improved Learning in Gaussian Processes: The Best of Two Worlds—0
Optimized Global Perturbation Attacks For Brain Tumour ROI Extraction From Binary Classification Models—0
Okapi: Generalising Better by Making Statistical Matches MatchCode0
Are Face Detection Models Biased?—0
Accurate and Reliable Methods for 5G UAV Jamming Identification With Calibrated Uncertainty—0
Two-stage LLM Fine-tuning with Less Specialization and More Generalization—0
Xtreme Margin: A Tunable Loss Function for Binary Classification Problems—0
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question AnsweringCode1
Influence of Utterance and Speaker Characteristics on the Classification of Children with Cleft Lip and Palate—0
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data?—0
Stochastic Mirror Descent in Average Ensemble Models—0
ProVe: A Pipeline for Automated Provenance Verification of Knowledge Graphs against Textual Sources—0
Interpolating Discriminant Functions in High-Dimensional Gaussian Latent Mixtures—0
Investigating the detection of Tortured Phrases in Scientific Literature—0
On double-descent in uncertainty quantification in overparametrized modelsCode0
Margin Optimal Classification TreesCode0
Online LiDAR-Camera Extrinsic Parameters Self-checkingCode1
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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