Browse State-of-the-Art › Multi-class Classification › Papers, page 4
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 4 of 10: papers 301 to 400 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.
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ThyroidEffi 1.0: A Cost-Effective System for High-Performance Multi-Class Thyroid Carcinoma Classification19 Apr 2025 0 repositories listed
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Multi-output Classification Framework and Frequency Layer Normalization for Compound Fault Diagnosis in Motor15 Apr 2025 0 repositories listed
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Quantum neural networks facilitating quantum state classification9 Apr 2025 0 repositories listed
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TabKAN: Advancing Tabular Data Analysis using Kolmogorov-Arnold Network9 Apr 2025 0 repositories listed
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PRACH Preamble Detection as a Multi-Class Classification Problem: A Machine Learning Approach Using SVM8 Apr 2025 0 repositories listed
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Leveraging Embedding Techniques in Multimodal Machine Learning for Mental Illness Assessment2 Apr 2025 0 repositories listed
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Measuring Online Hate on 4chan using Pre-trained Deep Learning Models30 Mar 2025 0 repositories listed
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Deep Learning Approaches for Blood Disease Diagnosis Across Hematopoietic Lineages25 Mar 2025 0 repositories listed
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Label-free pathological subtyping of non-small cell lung cancer using deep classification and virtual immunohistochemical staining25 Mar 2025 0 repositories listed
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Quantum Complex-Valued Self-Attention Model24 Mar 2025 0 repositories listed
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Automated diagnosis of lung diseases using vision transformer: a comparative study on chest x-ray classification22 Mar 2025 0 repositories listed
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Probabilistic Quantum SVM Training on Ising Machine20 Mar 2025 0 repositories listed
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Multi-output Classification for Compound Fault Diagnosis in Motor under Partially Labeled Target Domain15 Mar 2025 0 repositories listed
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Double-Stage Feature-Level Clustering-Based Mixture of Experts Framework12 Mar 2025 0 repositories listed
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Efficient or Powerful? Trade-offs Between Machine Learning and Deep Learning for Mental Illness Detection on Social Media3 Mar 2025 0 repositories listed
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Predicting Cascading Failures in Power Systems using Machine Learning1 Mar 2025 0 repositories listed
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Armijo Line-search Can Make (Stochastic) Gradient Descent Provably Faster28 Feb 2025 0 repositories listed
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When Unsupervised Domain Adaptation meets One-class Anomaly Detection: Addressing the Two-fold Unsupervised Curse by Leveraging Anomaly Scarcity28 Feb 2025 0 repositories listed
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Uncertainty-aware abstention in medical diagnosis based on medical texts25 Feb 2025 0 repositories listed
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Binary and Multi-Class Intrusion Detection in IoT Using Standalone and Hybrid Machine and Deep Learning Models20 Feb 2025 0 repositories listed
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A procedure for assessing of machine health index data prediction quality12 Feb 2025 0 repositories listed
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Don't Just Demo, Teach Me the Principles: A Principle-Based Multi-Agent Prompting Strategy for Text Classification11 Feb 2025 0 repositories listed
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MAQInstruct: Instruction-based Unified Event Relation Extraction6 Feb 2025 0 repositories listed
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Hybrid Machine Learning Model for Detecting Bangla Smishing Text Using BERT and Character-Level CNN3 Feb 2025 0 repositories listed
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Analysis of Zero Day Attack Detection Using MLP and XAI28 Jan 2025 0 repositories listed
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Learning to Help in Multi-Class Settings23 Jan 2025 0 repositories listed
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Adaptive Cyber-Attack Detection in IIoT Using Attention-Based LSTM-CNN Models21 Jan 2025 0 repositories listed
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Privacy-Preserving Model and Preprocessing Verification for Machine Learning14 Jan 2025 0 repositories listed
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A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic Context12 Jan 2025 0 repositories listed
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Classification of Operational Records in Aviation Using Deep Learning Approaches2 Jan 2025 0 repositories listed
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Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems28 Dec 2024 0 repositories listed
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An Improved Fault Diagnosis Strategy for Induction Motors Using Weighted Probability Ensemble Deep Learning24 Dec 2024 0 repositories listed
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Embeddings are all you need! Achieving High Performance Medical Image Classification through Training-Free Embedding Analysis12 Dec 2024 0 repositories listed
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When Can Memorization Improve Fairness?12 Dec 2024 0 repositories listed
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Diagnosis and Severity Assessment of Ulcerative Colitis using Self Supervised Learning9 Dec 2024 0 repositories listed
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Granular Ball K-Class Twin Support Vector Classifier6 Dec 2024 0 repositories listed
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An In-Depth Examination of Risk Assessment in Multi-Class Classification Algorithms5 Dec 2024 0 repositories listed
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FD-LLM: Large Language Model for Fault Diagnosis of Machines2 Dec 2024 0 repositories listed
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Bi-Band ECoGNet for ECoG Decoding on Classification Task30 Nov 2024 0 repositories listed
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Training Multi-Layer Binary Neural Networks With Local Binary Error Signals28 Nov 2024 0 repositories listed
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Comparative Analysis of Resource-Efficient CNN Architectures for Brain Tumor Classification23 Nov 2024 0 repositories listed
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A Data-Driven Pool Strategy for Price-Makers Under Imperfect Information22 Nov 2024 0 repositories listed
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Energy-based features and bi-LSTM neural network for EEG-based music and voice classification20 Nov 2024 0 repositories listed
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Machine Learning Evaluation Metric Discrepancies across Programming Languages and Their Components: Need for Standardization18 Nov 2024 0 repositories listed
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A Novel Adaptive Hybrid Focal-Entropy Loss for Enhancing Diabetic Retinopathy Detection Using Convolutional Neural Networks16 Nov 2024 0 repositories listed
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DT-JRD: Deep Transformer based Just Recognizable Difference Prediction Model for Video Coding for Machines14 Nov 2024 0 repositories listed
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Model agnostic local variable importance for locally dependent relationships13 Nov 2024 0 repositories listed
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Performance-Guided LLM Knowledge Distillation for Efficient Text Classification at Scale7 Nov 2024 0 repositories listed
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Generalization and Risk Bounds for Recurrent Neural Networks5 Nov 2024 0 repositories listed
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FoLDTree: A ULDA-Based Decision Tree Framework for Efficient Oblique Splits and Feature Selection30 Oct 2024 0 repositories listed
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Advancing Efficient Brain Tumor Multi-Class Classification -- New Insights from the Vision Mamba Model in Transfer Learning29 Oct 2024 0 repositories listed
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Comment on Is Complexity an Illusion?29 Oct 2024 0 repositories listed
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Integrating Deep Feature Extraction and Hybrid ResNet-DenseNet Model for Multi-Class Abnormality Detection in Endoscopic Images24 Oct 2024 0 repositories listed
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Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement18 Oct 2024 0 repositories listed
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Machine learning approach to brain tumor detection and classification16 Oct 2024 0 repositories listed
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Beyond Labels: A Self-Supervised Framework with Masked Autoencoders and Random Cropping for Breast Cancer Subtype Classification15 Oct 2024 0 repositories listed
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Effective Intrusion Detection for UAV Communications using Autoencoder-based Feature Extraction and Machine Learning Approach1 Oct 2024 0 repositories listed
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Insight: A Multi-Modal Diagnostic Pipeline using LLMs for Ocular Surface Disease Diagnosis1 Oct 2024 0 repositories listed
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Interpretable Rule-Based System for Radar-Based Gesture Sensing: Enhancing Transparency and Personalization in AI30 Sep 2024 0 repositories listed
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Enhancing Personalized Recipe Recommendation Through Multi-Class Classification16 Sep 2024 0 repositories listed
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Detection Made Easy: Potentials of Large Language Models for Solidity Vulnerabilities15 Sep 2024 0 repositories listed
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Self-supervised Multimodal Speech Representations for the Assessment of Schizophrenia Symptoms15 Sep 2024 0 repositories listed
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Constrained Multi-Layer Contrastive Learning for Implicit Discourse Relationship Recognition7 Sep 2024 0 repositories listed
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Multi-Output Distributional Fairness via Post-Processing31 Aug 2024 0 repositories listed
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Obfuscated Memory Malware Detection23 Aug 2024 0 repositories listed
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Combining features on vertical ground reaction force signal analysis for multiclass diagnosing neurodegenerative diseases20 Aug 2024 0 repositories listed
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SCREENER: A general framework for task-specific experiment design in quantitative MRI6 Aug 2024 0 repositories listed
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Graph Residual based Method for Molecular Property Prediction27 Jul 2024 0 repositories listed
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Regression under demographic parity constraints via unlabeled post-processing22 Jul 2024 0 repositories listed
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Benchmarking deep learning models for bearing fault diagnosis using the CWRU dataset: A multi-label approach19 Jul 2024 0 repositories listed
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Enhanced H-Consistency Bounds18 Jul 2024 0 repositories listed
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Weighted Aggregation of Conformity Scores for Classification14 Jul 2024 0 repositories listed
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Described Spatial-Temporal Video Detection8 Jul 2024 0 repositories listed
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Non-Robust Features are Not Always Useful in One-Class Classification8 Jul 2024 0 repositories listed
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Investigating Self-Supervised Methods for Label-Efficient Learning25 Jun 2024 0 repositories listed
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Paraphrase and Aggregate with Large Language Models for Minimizing Intent Classification Errors24 Jun 2024 0 repositories listed
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QC-Forest: a Classical-Quantum Algorithm to Provably Speedup Retraining of Random Forest17 Jun 2024 0 repositories listed
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Biomarker based Cancer Classification using an Ensemble with Pre-trained Models14 Jun 2024 0 repositories listed
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Genetic Column Generation for Computing Lower Bounds for Adversarial Classification12 Jun 2024 0 repositories listed
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Sequential Binary Classification for Intrusion Detection10 Jun 2024 0 repositories listed
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Novel Approach to Intrusion Detection: Introducing GAN-MSCNN-BILSTM with LIME Predictions8 Jun 2024 0 repositories listed
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kNN Classification of Malware Data Dependency Graph Features4 Jun 2024 0 repositories listed
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Annotation Guidelines-Based Knowledge Augmentation: Towards Enhancing Large Language Models for Educational Text Classification3 Jun 2024 0 repositories listed
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Understanding and Reducing the Class-Dependent Effects of Data Augmentation with A Two-Player Game Approach31 May 2024 0 repositories listed
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Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction31 May 2024 0 repositories listed
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Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis31 May 2024 0 repositories listed
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Sheaf HyperNetworks for Personalized Federated Learning31 May 2024 0 repositories listed
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Neural Collapse versus Low-rank Bias: Is Deep Neural Collapse Really Optimal?23 May 2024 0 repositories listed
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A Universal Growth Rate for Learning with Smooth Surrogate Losses9 May 2024 0 repositories listed
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Enhancing Suicide Risk Detection on Social Media through Semi-Supervised Deep Label Smoothing9 May 2024 0 repositories listed
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Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing6 May 2024 0 repositories listed
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Improving Disease Detection from Social Media Text via Self-Augmentation and Contrastive Learning30 Apr 2024 0 repositories listed
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ThangDLU at #SMM4H 2024: Encoder-decoder models for classifying text data on social disorders in children and adolescents30 Apr 2024 0 repositories listed
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Critical Review for One-class Classification: recent advances and the reality behind them27 Apr 2024 0 repositories listed
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LM-IGTD: a 2D image generator for low-dimensional and mixed-type tabular data to leverage the potential of convolutional neural networks26 Apr 2024 0 repositories listed
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Multi-Class Quantum Convolutional Neural Networks19 Apr 2024 0 repositories listed
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Multiclass ROC19 Apr 2024 0 repositories listed
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Exploring Contrastive Learning for Long-Tailed Multi-Label Text Classification12 Apr 2024 0 repositories listed
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Top-k Classification and Cardinality-Aware Prediction28 Mar 2024 0 repositories listed
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Cross-System Categorization of Abnormal Traces in Microservice-Based Systems via Meta-Learning27 Mar 2024 0 repositories listed