Browse State-of-the-Art › Binary Classification › Papers, page 11

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 11 of 26: papers 1,001 to 1,100 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.

• SCREENER: A general framework for task-specific experiment design in quantitative MRI
  6 Aug 2024 0 repositories listed
• Do Large Language Models Speak All Languages Equally? A Comparative Study in Low-Resource Settings
  5 Aug 2024 0 repositories listed
• Advancing Mental Health Pre-Screening: A New Custom GPT for Psychological Distress Assessment
  3 Aug 2024 0 repositories listed
• A Safe Exploration Strategy for Model-free Task Adaptation in Safety-constrained Grid Environments
  2 Aug 2024 0 repositories listed
• Optimal Mixed Integer Linear Optimization Trained Multivariate Classification Trees
  2 Aug 2024 0 repositories listed
• Explaining a probabilistic prediction on the simplex with Shapley compositions
  2 Aug 2024 0 repositories listed
• "Patriarchy Hurts Men Too." Does Your Model Agree? A Discussion on Fairness Assumptions
  1 Aug 2024 0 repositories listed
• A Vectorization Method Induced By Maximal Margin Classification For Persistent Diagrams
  31 Jul 2024 0 repositories listed
• Automated Software Vulnerability Static Code Analysis Using Generative Pre-Trained Transformer Models
  31 Jul 2024 0 repositories listed
• Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation
  30 Jul 2024 0 repositories listed
• Integrating Large Language Models into a Tri-Modal Architecture for Automated Depression Classification on the DAIC-WOZ
  27 Jul 2024 0 repositories listed
• Assessing In-context Learning and Fine-tuning for Topic Classification of German Web Data
  23 Jul 2024 0 repositories listed
• Benchmarking deep learning models for bearing fault diagnosis using the CWRU dataset: A multi-label approach
  19 Jul 2024 0 repositories listed
• Hybrid Deep Learning Framework for Enhanced Melanoma Detection
  16 Jul 2024 0 repositories listed
• Sharif-MGTD at SemEval-2024 Task 8: A Transformer-Based Approach to Detect Machine Generated Text
  16 Jul 2024 0 repositories listed
• Strategic Littlestone Dimension: Improved Bounds on Online Strategic Classification
  16 Jul 2024 0 repositories listed
• Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN
  15 Jul 2024 0 repositories listed
• Stacking-Enhanced Bagging Ensemble Learning for Breast Cancer Classification with CNN
  15 Jul 2024 0 repositories listed
• System Report for CCL24-Eval Task 7: Multi-Error Modeling and Fluency-Targeted Pre-training for Chinese Essay Evaluation
  11 Jul 2024 0 repositories listed
• PSPU: Enhanced Positive and Unlabeled Learning by Leveraging Pseudo Supervision
  9 Jul 2024 0 repositories listed
• Beyond Binary Gender Labels: Revealing Gender Biases in LLMs through Gender-Neutral Name Predictions
  7 Jul 2024 0 repositories listed
• A Critical Assessment of Interpretable and Explainable Machine Learning for Intrusion Detection
  4 Jul 2024 0 repositories listed
• Implicit Hypersurface Approximation Capacity in Deep ReLU Networks
  4 Jul 2024 0 repositories listed
• TartuNLP @ AXOLOTL-24: Leveraging Classifier Output for New Sense Detection in Lexical Semantics
  4 Jul 2024 0 repositories listed
• ACTRESS: Active Retraining for Semi-supervised Visual Grounding
  3 Jul 2024 0 repositories listed
• A Contrastive Learning Based Convolutional Neural Network for ERP Brain-Computer Interfaces
  2 Jul 2024 0 repositories listed
• Fake News Detection and Manipulation Reasoning via Large Vision-Language Models
  2 Jul 2024 0 repositories listed
• Small Aerial Target Detection for Airborne Infrared Detection Systems using LightGBM and Trajectory Constraints
  1 Jul 2024 0 repositories listed
• The Impact of an XAI-Augmented Approach on Binary Classification with Scarce Data
  1 Jul 2024 0 repositories listed
• Advancing Process Verification for Large Language Models via Tree-Based Preference Learning
  29 Jun 2024 0 repositories listed
• IndoToxic2024: A Demographically-Enriched Dataset of Hate Speech and Toxicity Types for Indonesian Language
  27 Jun 2024 0 repositories listed
• Detecting Machine-Generated Texts: Not Just "AI vs Humans" and Explainability is Complicated
  26 Jun 2024 0 repositories listed
• Continuous Output Personality Detection Models via Mixed Strategy Training
  23 Jun 2024 0 repositories listed
• AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning
  22 Jun 2024 0 repositories listed
• Towards Fine-Grained Citation Evaluation in Generated Text: A Comparative Analysis of Faithfulness Metrics
  21 Jun 2024 0 repositories listed
• Movement-Prediction-Adjusted Naïve Forecast
  20 Jun 2024 0 repositories listed
• Challenges in Binary Classification
  19 Jun 2024 0 repositories listed
• Fine-Tuning BERTs for Definition Extraction from Mathematical Text
  19 Jun 2024 0 repositories listed
• Is AI fun? HumorDB: a curated dataset and benchmark to investigate graphical humor
  19 Jun 2024 0 repositories listed
• Skin Cancer Images Classification using Transfer Learning Techniques
  18 Jun 2024 0 repositories listed
• TREE: Tree Regularization for Efficient Execution
  18 Jun 2024 0 repositories listed
• Explainable assessment of financial experts' credibility by classifying social media forecasts and checking the predictions with actual market data
  17 Jun 2024 0 repositories listed
• Is Efficient PAC Learning Possible with an Oracle That Responds 'Yes' or 'No'?
  17 Jun 2024 0 repositories listed
• Retraining with Predicted Hard Labels Provably Increases Model Accuracy
  17 Jun 2024 0 repositories listed
• Hyperbolic sentence representations for solving Textual Entailment
  15 Jun 2024 0 repositories listed
• Biomarker based Cancer Classification using an Ensemble with Pre-trained Models
  14 Jun 2024 0 repositories listed
• Learning from Natural Language Explanations for Generalizable Entity Matching
  13 Jun 2024 0 repositories listed
• Improving Noise Robustness through Abstractions and its Impact on Machine Learning
  12 Jun 2024 0 repositories listed
• LT4SG@SMM4H24: Tweets Classification for Digital Epidemiology of Childhood Health Outcomes Using Pre-Trained Language Models
  11 Jun 2024 0 repositories listed
• Sequential Binary Classification for Intrusion Detection
  10 Jun 2024 0 repositories listed
• Novel Approach to Intrusion Detection: Introducing GAN-MSCNN-BILSTM with LIME Predictions
  8 Jun 2024 0 repositories listed
• Annotation Guidelines-Based Knowledge Augmentation: Towards Enhancing Large Language Models for Educational Text Classification
  3 Jun 2024 0 repositories listed
• Conformal Transformation of Kernels: A Geometric Perspective on Text Classification
  1 Jun 2024 0 repositories listed
• Aligning Multiclass Neural Network Classifier Criterion with Task Performance via Fᵦ-Score
  31 May 2024 0 repositories listed
• Towards Efficient Disaster Response via Cost-effective Unbiased Class Rate Estimation through Neyman Allocation Stratified Sampling Active Learning
  28 May 2024 0 repositories listed
• Glauber Generative Model: Discrete Diffusion Models via Binary Classification
  27 May 2024 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts
  26 May 2024 0 repositories listed
• Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making
  24 May 2024 0 repositories listed
• Smoothed Online Classification can be Harder than Batch Classification
  24 May 2024 0 repositories listed
• High-dimensional Learning with Noisy Labels
  23 May 2024 0 repositories listed
• Neural Collapse versus Low-rank Bias: Is Deep Neural Collapse Really Optimal?
  23 May 2024 0 repositories listed
• Retrieval-Augmented Mining of Temporal Logic Specifications from Data
  23 May 2024 0 repositories listed
• Investigating Persuasion Techniques in Arabic: An Empirical Study Leveraging Large Language Models
  21 May 2024 0 repositories listed
• A Multi-Modal Explainability Approach for Human-Aware Robots in Multi-Party Conversation
  20 May 2024 0 repositories listed
• A Three-Phase Analysis of Synergistic Effects During Co-pyrolysis of Algae and Wood for Biochar Yield Using Machine Learning
  20 May 2024 0 repositories listed
• Online Mental Stress Detection Using Frontal-channel EEG Recordings in a Classroom Scenario
  18 May 2024 0 repositories listed
• Deep Blur Multi-Model (DeepBlurMM) -- a strategy to mitigate the impact of image blur on deep learning model performance in histopathology image analysis
  15 May 2024 0 repositories listed
• Detecting Continuous Integration Skip : A Reinforcement Learning-based Approach
  15 May 2024 0 repositories listed
• A Universal Growth Rate for Learning with Smooth Surrogate Losses
  9 May 2024 0 repositories listed
• Optimizing E-commerce Search: Toward a Generalizable and Rank-Consistent Pre-Ranking Model
  9 May 2024 0 repositories listed
• Is Transductive Learning Equivalent to PAC Learning?
  8 May 2024 0 repositories listed
• Detecting 5G Narrowband Jammers with CNN, k-nearest Neighbors, and Support Vector Machines
  7 May 2024 0 repositories listed
• Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing
  6 May 2024 0 repositories listed
• Using In-Service Train Vibration for Detecting Railway Maintenance Needs
  3 May 2024 0 repositories listed
• Error Exponent in Agnostic PAC Learning
  1 May 2024 0 repositories listed
• ThangDLU at #SMM4H 2024: Encoder-decoder models for classifying text data on social disorders in children and adolescents
  30 Apr 2024 0 repositories listed
• Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning
  29 Apr 2024 0 repositories listed
• M3H: Multimodal Multitask Machine Learning for Healthcare
  29 Apr 2024 0 repositories listed
• Critical Review for One-class Classification: recent advances and the reality behind them
  27 Apr 2024 0 repositories listed
• Transfer Learning Enhanced Single-choice Decision for Multi-choice Question Answering
  27 Apr 2024 0 repositories listed
• CLARE: Cognitive Load Assessment in REaltime with Multimodal Data
  26 Apr 2024 0 repositories listed
• A Notion of Uniqueness for the Adversarial Bayes Classifier
  25 Apr 2024 0 repositories listed
• Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology
  25 Apr 2024 0 repositories listed
• Mining Invariance from Nonlinear Multi-Environment Data: Binary Classification
  23 Apr 2024 0 repositories listed
• A mean curvature flow arising in adversarial training
  22 Apr 2024 0 repositories listed
• BCFPL: Binary classification ConvNet based Fast Parking space recognition with Low resolution image
  22 Apr 2024 0 repositories listed
• Solution space and storage capacity of fully connected two-layer neural networks with generic activation functions
  20 Apr 2024 0 repositories listed
• Multiclass ROC
  19 Apr 2024 0 repositories listed
• Non-Invasive Suicide Risk Prediction Through Speech Analysis
  18 Apr 2024 0 repositories listed
• Fuse after Align: Improving Face-Voice Association Learning via Multimodal Encoder
  15 Apr 2024 0 repositories listed
• Uncertainty Quantification in Detecting Choroidal Metastases on MRI via Evolutionary Strategies
  12 Apr 2024 0 repositories listed
• Can Large Language Models Assess Serendipity in Recommender Systems?
  11 Apr 2024 0 repositories listed
• RiskLabs: Predicting Financial Risk Using Large Language Model based on Multimodal and Multi-Sources Data
  11 Apr 2024 0 repositories listed
• Robust performance metrics for imbalanced classification problems
  11 Apr 2024 0 repositories listed
• Integrative Deep Learning Framework for Parkinson's Disease Early Detection using Gait Cycle Data Measured by Wearable Sensors: A CNN-GRU-GNN Approach
  9 Apr 2024 0 repositories listed
• Exploring Pathological Speech Quality Assessment with ASR-Powered Wav2Vec2 in Data-Scarce Context
  29 Mar 2024 0 repositories listed
• Leveraging Expert Input for Robust and Explainable AI-Assisted Lung Cancer Detection in Chest X-rays
  28 Mar 2024 0 repositories listed
• A Transformer-Based Framework for Payload Malware Detection and Classification
  27 Mar 2024 0 repositories listed
• Dealing with Imbalanced Classes in Bot-IoT Dataset
  27 Mar 2024 0 repositories listed
• State of the art applications of deep learning within tracking and detecting marine debris: A survey
  26 Mar 2024 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.