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Binary Classification

Papers

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Showing 451–500 of 2574 papers

TitleStatusHype
Conformal Transformation of Kernels: A Geometric Perspective on Text Classification—0
Aligning Multiclass Neural Network Classifier Criterion with Task Performance via F_β-Score—0
Threshold-Independent Fair Matching through Score CalibrationCode0
Video-Language Critic: Transferable Reward Functions for Language-Conditioned RoboticsCode0
Towards Efficient Disaster Response via Cost-effective Unbiased Class Rate Estimation through Neyman Allocation Stratified Sampling Active Learning—0
Classifying Overlapping Gaussian Mixtures in High Dimensions: From Optimal Classifiers to Neural NetsCode0
Glauber Generative Model: Discrete Diffusion Models via Binary Classification—0
Exploring the Performance of Continuous-Time Dynamic Link Prediction AlgorithmsCode0
Competing for pixels: a self-play algorithm for weakly-supervised segmentationCode0
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts—0
Smoothed Online Classification can be Harder than Batch Classification—0
Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making—0
High-dimensional Learning with Noisy Labels—0
Neural Collapse versus Low-rank Bias: Is Deep Neural Collapse Really Optimal?—0
Retrieval-Augmented Mining of Temporal Logic Specifications from Data—0
AnyLoss: Transforming Classification Metrics into Loss FunctionsCode0
Investigating Persuasion Techniques in Arabic: An Empirical Study Leveraging Large Language Models—0
A Multi-Modal Explainability Approach for Human-Aware Robots in Multi-Party Conversation—0
A Three-Phase Analysis of Synergistic Effects During Co-pyrolysis of Algae and Wood for Biochar Yield Using Machine Learning—0
Inverse Design of Metal-Organic Frameworks Using Quantum Natural Language ProcessingCode0
Online Mental Stress Detection Using Frontal-channel EEG Recordings in a Classroom Scenario—0
Solving the enigma: Deriving optimal explanations of deep networksCode0
Evaluating Algorithmic Bias in Models for Predicting Academic Performance of Filipino StudentsCode0
SpecDETR: A Transformer-based Hyperspectral Point Object Detection NetworkCode2
Detecting Continuous Integration Skip : A Reinforcement Learning-based Approach—0
Deep Blur Multi-Model (DeepBlurMM) -- a strategy to mitigate the impact of image blur on deep learning model performance in histopathology image analysis—0
Optimizing E-commerce Search: Toward a Generalizable and Rank-Consistent Pre-Ranking Model—0
A Universal Growth Rate for Learning with Smooth Surrogate Losses—0
Large Language Model Enhanced Machine Learning Estimators for ClassificationCode0
Is Transductive Learning Equivalent to PAC Learning?—0
Detecting 5G Narrowband Jammers with CNN, k-nearest Neighbors, and Support Vector Machines—0
Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing—0
Using In-Service Train Vibration for Detecting Railway Maintenance Needs—0
Hoaxpedia: A Unified Wikipedia Hoax Articles DatasetCode0
Error Exponent in Agnostic PAC Learning—0
Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray ClassificationCode0
ThangDLU at #SMM4H 2024: Encoder-decoder models for classifying text data on social disorders in children and adolescents—0
Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning—0
M3H: Multimodal Multitask Machine Learning for Healthcare—0
Critical Review for One-class Classification: recent advances and the reality behind them—0
Transfer Learning Enhanced Single-choice Decision for Multi-choice Question Answering—0
CLARE: Cognitive Load Assessment in REaltime with Multimodal Data—0
A Notion of Uniqueness for the Adversarial Bayes Classifier—0
Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology—0
Mining Invariance from Nonlinear Multi-Environment Data: Binary Classification—0
A mean curvature flow arising in adversarial training—0
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text DetectionCode1
BCFPL: Binary classification ConvNet based Fast Parking space recognition with Low resolution image—0
Dynamic Proxy Domain Generalizes the Crowd Localization by Better Binary SegmentationCode0
FakeBench: Probing Explainable Fake Image Detection via Large Multimodal ModelsCode2
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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