Browse State-of-the-Art › Binary Classification › Papers, page 15

Binary Classification

Papers archive 2025-07-28

archive papers tagged: 2,574 · with a code link: 710 · where Syntology ran a sample: 115 (100 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (115 of 2,574 tagged: 100 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument)

Page 15 of 26: papers 1,401 to 1,500 of 2,574, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Information Transfer Rate in BCIs: Towards Tightly Integrated Symbiosis
  1 Jan 2023 0 repositories listed
• ComplAI: Theory of A Unified Framework for Multi-factor Assessment of Black-Box Supervised Machine Learning Models
  30 Dec 2022 0 repositories listed
• Application of Unsupervised Domain Adaptation for Structural MRI Analysis
  26 Dec 2022 0 repositories listed
• Content Rating Classification for Fan Fiction
  23 Dec 2022 0 repositories listed
• Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection
  21 Dec 2022 0 repositories listed
• Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media
  19 Dec 2022 0 repositories listed
• Improving group robustness under noisy labels using predictive uncertainty
  14 Dec 2022 0 repositories listed
• Population Template-Based Brain Graph Augmentation for Improving One-Shot Learning Classification
  14 Dec 2022 0 repositories listed
• MaNLP@SMM4H22: BERT for Classification of Twitter Posts
  12 Dec 2022 0 repositories listed
• Deep learning approach for interruption attacks detection in LEO satellite networks
  10 Dec 2022 0 repositories listed
• Differentially-Private Bayes Consistency
  8 Dec 2022 0 repositories listed
• Metric Elicitation; Moving from Theory to Practice
  7 Dec 2022 0 repositories listed
• Hybrid Model using Feature Extraction and Non-linear SVM for Brain Tumor Classification
  6 Dec 2022 0 repositories listed
• Benchmarking Offline Reinforcement Learning Algorithms for E-Commerce Order Fraud Evaluation
  5 Dec 2022 0 repositories listed
• Transformers for End-to-End InfoSec Tasks: A Feasibility Study
  5 Dec 2022 0 repositories listed
• High Dimensional Binary Classification under Label Shift: Phase Transition and Regularization
  1 Dec 2022 0 repositories listed
• Forged Image Detection using SOTA Image Classification Deep Learning Methods for Image Forensics with Error Level Analysis
  28 Nov 2022 0 repositories listed
• Semi-supervised binary classification with latent distance learning
  28 Nov 2022 0 repositories listed
• Deep-Learning-based Vulnerability Detection in Binary Executables
  25 Nov 2022 0 repositories listed
• Question-type Identification for Academic Questions in Online Learning Platform
  24 Nov 2022 0 repositories listed
• Event Causality Identification with Causal News Corpus -- Shared Task 3, CASE 2022
  22 Nov 2022 0 repositories listed
• Photonic Quantum Computing For Polymer Classification
  22 Nov 2022 0 repositories listed
• Rooms with Text: A Dataset for Overlaying Text Detection
  21 Nov 2022 0 repositories listed
• Explainable Artificial Intelligence and Causal Inference based ATM Fraud Detection
  19 Nov 2022 0 repositories listed
• Quantifying Human Bias and Knowledge to guide ML models during Training
  19 Nov 2022 0 repositories listed
• Audio Anti-spoofing Using a Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning
  17 Nov 2022 0 repositories listed
• Detecting Disengagement in Virtual Learning as an Anomaly using Temporal Convolutional Network Autoencoder
  13 Nov 2022 0 repositories listed
• Rethinking Log Odds: Linear Probability Modelling and Expert Advice in Interpretable Machine Learning
  11 Nov 2022 0 repositories listed
• Towards Improved Learning in Gaussian Processes: The Best of Two Worlds
  11 Nov 2022 0 repositories listed
• Optimized Global Perturbation Attacks For Brain Tumour ROI Extraction From Binary Classification Models
  9 Nov 2022 0 repositories listed
• Are Face Detection Models Biased?
  7 Nov 2022 0 repositories listed
• Accurate and Reliable Methods for 5G UAV Jamming Identification With Calibrated Uncertainty
  5 Nov 2022 0 repositories listed
• Two-stage LLM Fine-tuning with Less Specialization and More Generalization
  1 Nov 2022 0 repositories listed
• Xtreme Margin: A Tunable Loss Function for Binary Classification Problems
  31 Oct 2022 0 repositories listed
• Influence of Utterance and Speaker Characteristics on the Classification of Children with Cleft Lip and Palate
  28 Oct 2022 0 repositories listed
• Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data?
  27 Oct 2022 0 repositories listed
• Stochastic Mirror Descent in Average Ensemble Models
  27 Oct 2022 0 repositories listed
• ProVe: A Pipeline for Automated Provenance Verification of Knowledge Graphs against Textual Sources
  26 Oct 2022 0 repositories listed
• Interpolating Discriminant Functions in High-Dimensional Gaussian Latent Mixtures
  25 Oct 2022 0 repositories listed
• Investigating the detection of Tortured Phrases in Scientific Literature
  24 Oct 2022 0 repositories listed
• Towards Understanding GD with Hard and Conjugate Pseudo-labels for Test-Time Adaptation
  18 Oct 2022 0 repositories listed
• Review Learning: Alleviating Catastrophic Forgetting with Generative Replay without Generator
  17 Oct 2022 0 repositories listed
• Explaining machine learning models for age classification in human gait analysis
  16 Oct 2022 0 repositories listed
• A Fault Detection Scheme Utilizing Convolutional Neural Network for PV Solar Panels with High Accuracy
  14 Oct 2022 0 repositories listed
• Automated dysgraphia detection by deep learning with SensoGrip
  14 Oct 2022 0 repositories listed
• Vision Transformers provably learn spatial structure
  13 Oct 2022 0 repositories listed
• Synthetic Voice Detection and Audio Splicing Detection using SE-Res2Net-Conformer Architecture
  7 Oct 2022 0 repositories listed
• Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems
  3 Oct 2022 0 repositories listed
• Effective Data Augmentation for Sentence Classification Using One VAE per Class
  1 Oct 2022 0 repositories listed
• Hierarchical Neyman-Pearson Classification for Prioritizing Severe Disease Categories in COVID-19 Patient Data
  1 Oct 2022 0 repositories listed
• Learning to Evaluate Humor in Memes Based on the Incongruity Theory
  1 Oct 2022 0 repositories listed
• MaNLP@SMM4H’22: BERT for Classification of Twitter Posts
  1 Oct 2022 0 repositories listed
• Overview of the DAGPap22 Shared Task on Detecting Automatically Generated Scientific Papers
  1 Oct 2022 0 repositories listed
• UB Health Miners@SMM4H’22: Exploring Pre-processing Techniques To Classify Tweets Using Transformer Based Pipelines.
  1 Oct 2022 0 repositories listed
• Correlated Feature Aggregation by Region Helps Distinguish Aggressive from Indolent Clear Cell Renal Cell Carcinoma Subtypes on CT
  29 Sep 2022 0 repositories listed
• MulBot: Unsupervised Bot Detection Based on Multivariate Time Series
  21 Sep 2022 0 repositories listed
• Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems
  21 Sep 2022 0 repositories listed
• Deep Superpixel Generation and Clustering for Weakly Supervised Segmentation of Brain Tumors in MR Images
  20 Sep 2022 0 repositories listed
• Trigger Warnings: Bootstrapping a Violence Detector for FanFiction
  9 Sep 2022 0 repositories listed
• Grouping-matrix based Graph Pooling with Adaptive Number of Clusters
  7 Sep 2022 0 repositories listed
• Effective Class-Imbalance learning based on SMOTE and Convolutional Neural Networks
  1 Sep 2022 0 repositories listed
• Using Taylor-Approximated Gradients to Improve the Frank-Wolfe Method for Empirical Risk Minimization
  30 Aug 2022 0 repositories listed
• Two-stage Fall Events Classification with Human Skeleton Data
  25 Aug 2022 0 repositories listed
• Faint Features Tell: Automatic Vertebrae Fracture Screening Assisted by Contrastive Learning
  23 Aug 2022 0 repositories listed
• Audio Deepfake Attribution: An Initial Dataset and Investigation
  21 Aug 2022 0 repositories listed
• Classification Performance Metric Elicitation and its Applications
  19 Aug 2022 0 repositories listed
• FOLD-SE: An Efficient Rule-based Machine Learning Algorithm with Scalable Explainability
  16 Aug 2022 0 repositories listed
• Is Your Model Sensitive? SPeDaC: A New Benchmark for Detecting and Classifying Sensitive Personal Data
  12 Aug 2022 0 repositories listed
• Explainable prediction of Qcodes for NOTAMs using column generation
  9 Aug 2022 0 repositories listed
• Data-centric AI approach to improve optic nerve head segmentation and localization in OCT en face images
  8 Aug 2022 0 repositories listed
• Gradient Flows for L2 Support Vector Machine Training
  8 Aug 2022 0 repositories listed
• An example of use of Variational Methods in Quantum Machine Learning
  7 Aug 2022 0 repositories listed
• Compressing (Multidimensional) Learned Bloom Filters
  5 Aug 2022 0 repositories listed
• Transformer Convolutional Neural Networks for Automated Artifact Detection in Scalp EEG
  4 Aug 2022 0 repositories listed
• A Novel Approach To Network Intrusion Detection System Using Deep Learning For Sdn: Futuristic Approach
  3 Aug 2022 0 repositories listed
• Binary Classification with Positive Labeling Sources
  2 Aug 2022 0 repositories listed
• Is Attention Interpretation? A Quantitative Assessment On Sets
  26 Jul 2022 0 repositories listed
• Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2020
  25 Jul 2022 0 repositories listed
• UrduFake@FIRE2020: Shared Track on Fake News Identification in Urdu
  25 Jul 2022 0 repositories listed
• OCTAL: Graph Representation Learning for LTL Model Checking
  24 Jul 2022 0 repositories listed
• Classification via score-based generative modelling
  22 Jul 2022 0 repositories listed
• Learning from few examples: Classifying sex from retinal images via deep learning
  20 Jul 2022 0 repositories listed
• Subclass Knowledge Distillation with Known Subclass Labels
  17 Jul 2022 0 repositories listed
• problexity -- an open-source Python library for binary classification problem complexity assessment
  14 Jul 2022 0 repositories listed
• QSAN: A Near-term Achievable Quantum Self-Attention Network
  14 Jul 2022 0 repositories listed
• On Merging Feature Engineering and Deep Learning for Diagnosis, Risk-Prediction and Age Estimation Based on the 12-Lead ECG
  13 Jul 2022 0 repositories listed
• Towards understanding how momentum improves generalization in deep learning
  13 Jul 2022 0 repositories listed
• Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2021
  11 Jul 2022 0 repositories listed
• UrduFake@FIRE2021: Shared Track on Fake News Identification in Urdu
  11 Jul 2022 0 repositories listed
• Detecting People Interested in Non-Suicidal Self-Injury on Social Media
  10 Jul 2022 0 repositories listed
• Towards Intrinsic Common Discriminative Features Learning for Face Forgery Detection using Adversarial Learning
  8 Jul 2022 0 repositories listed
• Virtual Axle Detector based on Analysis of Bridge Acceleration Measurements by Fully Convolutional Network
  8 Jul 2022 0 repositories listed
• A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques
  7 Jul 2022 0 repositories listed
• A Hybrid Approach for Binary Classification of Imbalanced Data
  6 Jul 2022 0 repositories listed
• Amsqr at SemEval-2022 Task 4: Towards AutoNLP via Meta-Learning and Adversarial Data Augmentation for PCL Detection
  1 Jul 2022 0 repositories listed
• ASRtrans at SemEval-2022 Task 5: Transformer-based Models for Meme Classification
  1 Jul 2022 0 repositories listed
• CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection
  1 Jul 2022 0 repositories listed
• Felix&Julia at SemEval-2022 Task 4: Patronizing and Condescending Language Detection
  1 Jul 2022 0 repositories listed
• GUTS at SemEval-2022 Task 4: Adversarial Training and Balancing Methods for Patronizing and Condescending Language Detection
  1 Jul 2022 0 repositories listed
• HW-TSC at SemEval-2022 Task 3: A Unified Approach Fine-tuned on Multilingual Pretrained Model for PreTENS
  1 Jul 2022 0 repositories listed