Browse State-of-the-Art › Classification › Papers, page 43
Classification
Papers archive 2025-07-28
archive papers tagged: 12,815 · with a code link: 3,778 · where Syntology ran a sample: 582 (457 with a run with no instrument failure, 125 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (582 of 12,815 tagged: 457 with a run with no instrument failure, 125 where every run was a failure of Syntology's instrument)
Page 43 of 129: papers 4,201 to 4,300 of 12,815, 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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Solving Trojan Detection Competitions with Linear Weight Classification5 Nov 2024 0 repositories listed
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A Comparative Analysis of Instruction Fine-Tuning LLMs for Financial Text Classification4 Nov 2024 0 repositories listed
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Powerful batch conformal prediction for classification4 Nov 2024 0 repositories listed
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BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging3 Nov 2024 0 repositories listed
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Undermining Image and Text Classification Algorithms Using Adversarial Attacks3 Nov 2024 0 repositories listed
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Class-specific feature selection for classification explainability2 Nov 2024 0 repositories listed
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The Implicit Bias of Gradient Descent on Separable Multiclass Data2 Nov 2024 0 repositories listed
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Label Cluster Chains for Multi-Label Classification1 Nov 2024 0 repositories listed
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On Sampling Strategies for Spectral Model Sharding31 Oct 2024 0 repositories listed
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Domain-decomposed image classification algorithms using linear discriminant analysis and convolutional neural networks30 Oct 2024 0 repositories listed
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Low-Density 3D Point Cloud Classification30 Oct 2024 0 repositories listed
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Random Heterogeneous Neurochaos Learning Architecture for Data Classification30 Oct 2024 0 repositories listed
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Understanding Aggregations of Proper Learners in Multiclass Classification30 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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Class-Aware Contrastive Optimization for Imbalanced Text Classification29 Oct 2024 0 repositories listed
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Developing Convolutional Neural Networks using a Novel Lamarckian Co-Evolutionary Algorithm29 Oct 2024 0 repositories listed
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Yoga Pose Classification Using Transfer Learning29 Oct 2024 0 repositories listed
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Audio Classification of Low Feature Spectrograms Utilizing Convolutional Neural Networks28 Oct 2024 0 repositories listed
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Knowledge Distillation for Real-Time Classification of Early Media in Voice Communications28 Oct 2024 0 repositories listed
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Towards Multi-dimensional Explanation Alignment for Medical Classification28 Oct 2024 0 repositories listed
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26 Oct 2024 0 repositories listed
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CAVE-Net: Classifying Abnormalities in Video Capsule Endoscopy26 Oct 2024 0 repositories listed
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Vulnerability of LLMs to Vertically Aligned Text Manipulations26 Oct 2024 0 repositories listed
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Arabic Music Classification and Generation using Deep Learning25 Oct 2024 0 repositories listed
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Binary Classification: Is Boosting stronger than Bagging?24 Oct 2024 0 repositories listed
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DCT-HistoTransformer: Efficient Lightweight Vision Transformer with DCT Integration for histopathological image analysis24 Oct 2024 0 repositories listed
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Label Set Optimization via Activation Distribution Kurtosis for Zero-shot Classification with Generative Models24 Oct 2024 0 repositories listed
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Local and Global Graph Modeling with Edge-weighted Graph Attention Network for Handwritten Mathematical Expression Recognition24 Oct 2024 0 repositories listed
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Research on gesture recognition method based on SEDCNN-SVM24 Oct 2024 0 repositories listed
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Augmenting Training Data with Vector-Quantized Variational Autoencoder for Classifying RF Signals23 Oct 2024 0 repositories listed
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BlurryScope: a cost-effective and compact scanning microscope for automated HER2 scoring using deep learning on blurry image data23 Oct 2024 0 repositories listed
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Bonsai: Gradient-free Graph Condensation for Node Classification23 Oct 2024 0 repositories listed
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Deep Learning for Active Region Classification: A Systematic Study from Convolutional Neural Networks to Vision Transformers23 Oct 2024 0 repositories listed
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Advancing Interpretability in Text Classification through Prototype Learning23 Oct 2024 0 repositories listed
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Development of CNN Architectures using Transfer Learning Methods for Medical Image Classification22 Oct 2024 0 repositories listed
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SaVe-TAG: Semantic-aware Vicinal Risk Minimization for Long-Tailed Text-Attributed Graphs22 Oct 2024 0 repositories listed
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22 Oct 2024 0 repositories listed
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Cancer Cell Classification using Deep Learning21 Oct 2024 0 repositories listed
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Multi-Sensor Fusion for UAV Classification Based on Feature Maps of Image and Radar Data21 Oct 2024 0 repositories listed
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Transforming Blood Cell Detection and Classification with Advanced Deep Learning Models: A Comparative Study21 Oct 2024 0 repositories listed
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A Two-Stage Learning-to-Defer Approach for Multi-Task Learning21 Oct 2024 0 repositories listed
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Neural Normalized Compression Distance and the Disconnect Between Compression and Classification20 Oct 2024 0 repositories listed
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Graph Contrastive Learning via Cluster-refined Negative Sampling for Semi-supervised Text Classification18 Oct 2024 0 repositories listed
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Learning to Control the Smoothness of Graph Convolutional Network Features18 Oct 2024 0 repositories listed
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BanTH: A Multi-label Hate Speech Detection Dataset for Transliterated Bangla17 Oct 2024 0 repositories listed
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Continuous Wavelet Transformation and VGG16 Deep Neural Network for Stress Classification in PPG Signals17 Oct 2024 0 repositories listed
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Explainable Binary Classification of Separable Shape Ensembles16 Oct 2024 0 repositories listed
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From Measurement Instruments to Data: Leveraging Theory-Driven Synthetic Training Data for Classifying Social Constructs16 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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PND-Net: Plant Nutrition Deficiency and Disease Classification using Graph Convolutional Network16 Oct 2024 0 repositories listed
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Self-DenseMobileNet: A Robust Framework for Lung Nodule Classification using Self-ONN and Stacking-based Meta-Classifier16 Oct 2024 0 repositories listed
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Two Birds with One Stone: Multi-Task Semantic Communications Systems over Relay Channel16 Oct 2024 0 repositories listed
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Hairmony: Fairness-aware hairstyle classification15 Oct 2024 0 repositories listed
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Improving Bias in Facial Attribute Classification: A Combined Impact of KL Divergence induced Loss Function and Dual Attention15 Oct 2024 0 repositories listed
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Information Importance-Aware Defense against Adversarial Attack for Automatic Modulation Classification:An XAI-Based Approach15 Oct 2024 0 repositories listed
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Learning to rumble: Automated elephant call classification, detection and endpointing using deep architectures15 Oct 2024 0 repositories listed
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Rethinking Graph Transformer Architecture Design for Node Classification15 Oct 2024 0 repositories listed
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ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge14 Oct 2024 0 repositories listed
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Classifying Healthy and Defective Fruits with a Multi-Input Architecture and CNN Models14 Oct 2024 0 repositories listed
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FSOS-AMC: Few-Shot Open-Set Learning for Automatic Modulation Classification14 Oct 2024 0 repositories listed
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Graph Classification Gaussian Processes via Hodgelet Spectral Features14 Oct 2024 0 repositories listed
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Empirical Study of Mutual Reinforcement Effect and Application in Few-shot Text Classification Tasks via Prompt13 Oct 2024 0 repositories listed
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Diabetic retinopathy image classification method based on GreenBen data augmentation12 Oct 2024 0 repositories listed
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Text Classification using Graph Convolutional Networks: A Comprehensive Survey12 Oct 2024 0 repositories listed
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Cross-Domain Evaluation of Few-Shot Classification Models: Natural Images vs. Histopathological Images11 Oct 2024 0 repositories listed
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Kolmogorov-Arnold Neural Networks for High-Entropy Alloys Design11 Oct 2024 0 repositories listed
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Movie Trailer Genre Classification Using Multimodal Pretrained Features11 Oct 2024 0 repositories listed
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Prediction by Machine Learning Analysis of Genomic Data Phenotypic Frost Tolerance in Perccottus glenii11 Oct 2024 0 repositories listed
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Strategic Classification With Externalities10 Oct 2024 0 repositories listed
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Time Traveling to Defend Against Adversarial Example Attacks in Image Classification10 Oct 2024 0 repositories listed
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Degree-Conscious Spiking Graph for Cross-Domain Adaptation9 Oct 2024 0 repositories listed
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Optimizing Estimators of Squared Calibration Errors in Classification9 Oct 2024 0 repositories listed
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Classification of simulation relations for symbolic control8 Oct 2024 0 repositories listed
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Exploring rhythm formant analysis for Indic language classification8 Oct 2024 0 repositories listed
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Manual Verbalizer Enrichment for Few-Shot Text Classification8 Oct 2024 0 repositories listed
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Song Emotion Classification of Lyrics with Out-of-Domain Data under Label Scarcity8 Oct 2024 0 repositories listed
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Uncertainty-Aware Fairness-Adaptive Classification Trees8 Oct 2024 0 repositories listed
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MECFormer: Multi-task Whole Slide Image Classification with Expert Consultation Network6 Oct 2024 0 repositories listed
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The OCON model: an old but green solution for distributable supervised classification for acoustic monitoring in smart cities5 Oct 2024 0 repositories listed
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Classification-Denoising Networks4 Oct 2024 0 repositories listed
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Comparative Analysis and Ensemble Enhancement of Leading CNN Architectures for Breast Cancer Classification4 Oct 2024 0 repositories listed
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Multilingual Topic Classification in X: Dataset and Analysis4 Oct 2024 0 repositories listed
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Selective Transformer for Hyperspectral Image Classification4 Oct 2024 0 repositories listed
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Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis4 Oct 2024 0 repositories listed
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An Evaluation of Large Pre-Trained Models for Gesture Recognition using Synthetic Videos3 Oct 2024 0 repositories listed
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Minimax Group Fairness in Strategic Classification3 Oct 2024 0 repositories listed
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Personalized Quantum Federated Learning for Privacy Image Classification3 Oct 2024 0 repositories listed
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Rethinking VLMs and LLMs for Image Classification3 Oct 2024 0 repositories listed
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Conditional Optimal Filter Selection for Multispectral Object Classification2 Oct 2024 0 repositories listed
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Document Type Classification using File Names2 Oct 2024 0 repositories listed
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Improving Fuzzy Rule Classifier with Brain Storm Optimization and Rule Modification2 Oct 2024 0 repositories listed
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Quantifying Cancer Likeness: A Statistical Approach for Pathological Image Diagnosis2 Oct 2024 0 repositories listed
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Toward a Holistic Evaluation of Robustness in CLIP Models2 Oct 2024 0 repositories listed
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Machine Learning Classification of Peaceful Countries: A Comparative Analysis and Dataset Optimization1 Oct 2024 0 repositories listed
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Evaluating the performance of state-of-the-art esg domain-specific pre-trained large language models in text classification against existing models and traditional machine learning techniques30 Sep 2024 0 repositories listed
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Satellite image classification with neural quantum kernels30 Sep 2024 0 repositories listed
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Zero-Shot Classification of Crisis Tweets Using Instruction-Finetuned Large Language Models30 Sep 2024 0 repositories listed
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Adversarial Examples for DNA Classification29 Sep 2024 0 repositories listed
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A Characterization of List Regression28 Sep 2024 0 repositories listed
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Deep Learning-based Automated Diagnosis of Obstructive Sleep Apnea and Sleep Stage Classification in Children Using Millimeter-wave Radar and Pulse Oximeter28 Sep 2024 0 repositories listed