Browse State-of-the-Art › Multi-class Classification › Papers, page 5

Multi-class Classification

Papers archive 2025-07-28

archive papers tagged: 903 · with a code link: 289 · where Syntology ran a sample: 34 (28 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (34 of 903 tagged: 28 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)

Page 5 of 10: papers 401 to 500 of 903, 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.

• Large Language Models for Multi-Choice Question Classification of Medical Subjects
  21 Mar 2024 0 repositories listed
• Hierarchical Classification for Intrusion Detection System: Effective Design and Empirical Analysis
  17 Mar 2024 0 repositories listed
• FingerNet: EEG Decoding of A Fine Motor Imagery with Finger-tapping Task Based on A Deep Neural Network
  6 Mar 2024 0 repositories listed
• Neural Network Learning and Quantum Gravity
  5 Mar 2024 0 repositories listed
• A Tutorial on the Pretrain-Finetune Paradigm for Natural Language Processing
  4 Mar 2024 0 repositories listed
• Multi-class Temporal Logic Neural Networks
  17 Feb 2024 0 repositories listed
• Understanding Self-Distillation and Partial Label Learning in Multi-Class Classification with Label Noise
  16 Feb 2024 0 repositories listed
• A Convergence Analysis of Approximate Message Passing with Non-Separable Functions and Applications to Multi-Class Classification
  13 Feb 2024 0 repositories listed
• PowerGraph: A power grid benchmark dataset for graph neural networks
  5 Feb 2024 0 repositories listed
• Stitching Satellites to the Edge: Pervasive and Efficient Federated LEO Satellite Learning
  28 Jan 2024 0 repositories listed
• Additional Look into GAN-based Augmentation for Deep Learning COVID-19 Image Classification
  26 Jan 2024 0 repositories listed
• Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection
  22 Jan 2024 0 repositories listed
• Exploring Highly Quantised Neural Networks for Intrusion Detection in Automotive CAN
  19 Jan 2024 0 repositories listed
• Harnessing Deep Learning and Satellite Imagery for Post-Buyout Land Cover Mapping
  15 Jan 2024 0 repositories listed
• Aspect category learning and sentimental analysis using weakly supervised learning
  24 Dec 2023 0 repositories listed
• Mavericks at NADI 2023 Shared Task: Unravelling Regional Nuances through Dialect Identification using Transformer-based Approach
  30 Nov 2023 0 repositories listed
• Quantum Neural Networks under Depolarization Noise: Exploring White-Box Attacks and Defenses
  29 Nov 2023 0 repositories listed
• PMP-Swin: Multi-Scale Patch Message Passing Swin Transformer for Retinal Disease Classification
  20 Nov 2023 0 repositories listed
• Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning
  16 Nov 2023 0 repositories listed
• Image Classification using Combination of Topological Features and Neural Networks
  10 Nov 2023 0 repositories listed
• Low-Resource Named Entity Recognition: Can One-vs-All AUC Maximization Help?
  2 Nov 2023 0 repositories listed
• Breaking the Token Barrier: Chunking and Convolution for Efficient Long Text Classification with BERT
  31 Oct 2023 0 repositories listed
• Performance Improvement in Multi-class Classification via Automated Hierarchy Generation and Exploitation through Extended LCPN Schemes
  31 Oct 2023 0 repositories listed
• Support matrix machine: A review
  30 Oct 2023 0 repositories listed
• Predictor-Rejector Multi-Class Abstention: Theoretical Analysis and Algorithms
  23 Oct 2023 0 repositories listed
• Theoretically Grounded Loss Functions and Algorithms for Score-Based Multi-Class Abstention
  23 Oct 2023 0 repositories listed
• Utilizing Weak Supervision To Generate Indonesian Conservation Dataset
  17 Oct 2023 0 repositories listed
• Pool-Based Active Learning with Proper Topological Regions
  2 Oct 2023 0 repositories listed
• QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers
  26 Sep 2023 0 repositories listed
• Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI
  19 Sep 2023 0 repositories listed
• EMG Signal Classification for Neuromuscular Disorders with Attention-Enhanced CNN
  19 Sep 2023 0 repositories listed
• New Bounds on the Accuracy of Majority Voting for Multi-Class Classification
  18 Sep 2023 0 repositories listed
• A Multi-In and Multi-Out Dendritic Neuron Model and its Optimization
  14 Sep 2023 0 repositories listed
• TII-SSRC-23 Dataset: Typological Exploration of Diverse Traffic Patterns for Intrusion Detection
  14 Sep 2023 0 repositories listed
• Respiratory Disease Classification and Biometric Analysis Using Biosignals from Digital Stethoscopes
  12 Sep 2023 0 repositories listed
• Graph-Based Automatic Feature Selection for Multi-Class Classification via Mean Simplified Silhouette
  5 Sep 2023 0 repositories listed
• DISBELIEVE: Distance Between Client Models is Very Essential for Effective Local Model Poisoning Attacks
  14 Aug 2023 0 repositories listed
• Collaborative Wideband Spectrum Sensing and Scheduling for Networked UAVs in UTM Systems
  9 Aug 2023 0 repositories listed
• Feature-aware conditional GAN for category text generation
  2 Aug 2023 0 repositories listed
• ATESA-BÆRT: A Heterogeneous Ensemble Learning Model for Aspect-Based Sentiment Analysis
  29 Jul 2023 0 repositories listed
• Joint speech and overlap detection: a benchmark over multiple audio setup and speech domains
  24 Jul 2023 0 repositories listed
• Eye Disease Classification Using Deep Learning Techniques
  19 Jul 2023 0 repositories listed
• Mood Classification of Bangla Songs Based on Lyrics
  19 Jul 2023 0 repositories listed
• Detecting Throat Cancer from Speech Signals using Machine Learning: A Scoping Literature Review
  18 Jul 2023 0 repositories listed
• Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation
  6 Jul 2023 0 repositories listed
• CMA-ES for Post Hoc Ensembling in AutoML: A Great Success and Salvageable Failure
  1 Jul 2023 0 repositories listed
• Improving Primate Sounds Classification using Binary Presorting for Deep Learning
  28 Jun 2023 0 repositories listed
• Is the Volume of a Credal Set a Good Measure for Epistemic Uncertainty?
  16 Jun 2023 0 repositories listed
• Kalman Filter for Online Classification of Non-Stationary Data
  14 Jun 2023 0 repositories listed
• Implicit Regularization in Feedback Alignment Learning Mechanisms for Neural Networks
  2 Jun 2023 0 repositories listed
• A Stutter Seldom Comes Alone -- Cross-Corpus Stuttering Detection as a Multi-label Problem
  30 May 2023 0 repositories listed
• Learning across Data Owners with Joint Differential Privacy
  25 May 2023 0 repositories listed
• TaxoKnow: Taxonomy as Prior Knowledge in the Loss Function of Multi-class Classification
  24 May 2023 0 repositories listed
• Solar Active Region Magnetogram Image Dataset for Studies of Space Weather
  16 May 2023 0 repositories listed
• Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logistic Regression
  1 May 2023 0 repositories listed
• Venn Diagram Multi-label Class Interpretation of Diabetic Foot Ulcer with Color and Sharpness Enhancement
  1 May 2023 0 repositories listed
• 1-D Residual Convolutional Neural Network coupled with Data Augmentation and Regularization for the ICPHM 2023 Data Challenge
  14 Apr 2023 0 repositories listed
• Learning Optimal Fair Scoring Systems for Multi-Class Classification
  11 Apr 2023 0 repositories listed
• KeyDetect --Detection of anomalies and user based on Keystroke Dynamics
  8 Apr 2023 0 repositories listed
• A BERT-based Unsupervised Grammatical Error Correction Framework
  30 Mar 2023 0 repositories listed
• Automatic pain recognition from Blood Volume Pulse (BVP) signal using machine learning techniques
  19 Mar 2023 0 repositories listed
• DPPMask: Masked Image Modeling with Determinantal Point Processes
  13 Mar 2023 0 repositories listed
• Transformer Models for Acute Brain Dysfunction Prediction
  13 Mar 2023 0 repositories listed
• Machine learning tools to improve nonlinear modeling parameters of RC columns
  9 Mar 2023 0 repositories listed
• Graph-based Extreme Feature Selection for Multi-class Classification Tasks
  3 Mar 2023 0 repositories listed
• FLAG: Fast Label-Adaptive Aggregation for Multi-label Classification in Federated Learning
  27 Feb 2023 0 repositories listed
• How optimal transport can tackle gender biases in multi-class neural-network classifiers for job recommendations?
  27 Feb 2023 0 repositories listed
• Characterizing the Optimal 0-1 Loss for Multi-class Classification with a Test-time Attacker
  21 Feb 2023 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Occupant's Behavior and Emotion Based Indoor Environment's Illumination Regulation
  19 Feb 2023 0 repositories listed
• Capsules as viewpoint learners for human pose estimation
  13 Feb 2023 0 repositories listed
• Cut your Losses with Squentropy
  8 Feb 2023 0 repositories listed
• Classified as unknown: A novel Bayesian neural network
  31 Jan 2023 0 repositories listed
• Towards Adversarial Realism and Robust Learning for IoT Intrusion Detection and Classification
  30 Jan 2023 0 repositories listed
• Increasing Fairness via Combination with Learning Guarantees
  25 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
• Problem-Dependent Power of Quantum Neural Networks on Multi-Class Classification
  29 Dec 2022 0 repositories listed
• Anomaly Detection using Ensemble Classification and Evidence Theory
  23 Dec 2022 0 repositories listed
• Learning Disentangled Label Representations for Multi-label Classification
  2 Dec 2022 0 repositories listed
• Semi-supervised binary classification with latent distance learning
  28 Nov 2022 0 repositories listed
• X-PuDu at SemEval-2022 Task 7: A Replaced Token Detection Task Pre-trained Model with Pattern-aware Ensembling for Identifying Plausible Clarifications
  27 Nov 2022 0 repositories listed
• Detecting Disengagement in Virtual Learning as an Anomaly using Temporal Convolutional Network Autoencoder
  13 Nov 2022 0 repositories listed
• Projection Valued Measure-based Quantum Machine Learning for Multi-Class Classification
  30 Oct 2022 0 repositories listed
• Dysfluencies Seldom Come Alone -- Detection as a Multi-Label Problem
  28 Oct 2022 0 repositories listed
• An Attention-based Long Short-Term Memory Framework for Detection of Bitcoin Scams
  26 Oct 2022 0 repositories listed
• An Effective Approach for Multi-label Classification with Missing Labels
  24 Oct 2022 0 repositories listed
• Hierarchical Deep Learning with Generative Adversarial Network for Automatic Cardiac Diagnosis from ECG Signals
  19 Oct 2022 0 repositories listed
• Transformer-Based Speech Synthesizer Attribution in an Open Set Scenario
  14 Oct 2022 0 repositories listed
• Generalization Analysis on Learning with a Concurrent Verifier
  11 Oct 2022 0 repositories listed
• Effective Metaheuristic Based Classifiers for Multiclass Intrusion Detection
  6 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
• Is Encoder-Decoder Transformer the Shiny Hammer?
  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
• Class-Imbalanced Complementary-Label Learning via Weighted Loss
  28 Sep 2022 0 repositories listed
• MulBot: Unsupervised Bot Detection Based on Multivariate Time Series
  21 Sep 2022 0 repositories listed
• Upper bounds on the Natarajan dimensions of some function classes
  15 Sep 2022 0 repositories listed
• CPS Attack Detection under Limited Local Information in Cyber Security: A Multi-node Multi-class Classification Ensemble Approach
  1 Sep 2022 0 repositories listed
• Apple Counting using Convolutional Neural Networks
  24 Aug 2022 0 repositories listed
• Faint Features Tell: Automatic Vertebrae Fracture Screening Assisted by Contrastive Learning
  23 Aug 2022 0 repositories listed
• Semi-Supervised Anomaly Detection Based on Quadratic Multiform Separation
  17 Aug 2022 0 repositories listed
• FOLD-SE: An Efficient Rule-based Machine Learning Algorithm with Scalable Explainability
  16 Aug 2022 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.