Object Classification

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Twelve weeks of publication activity for this topic as it is defined today.

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Multi-Label ClassificationBinary ClassificationMulticlass Classification

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Period ending 2026-09-21

2 new papers

A weekly snapshot of new work published in Object Classification.

Period ending 2026-09-14

4 new papers

A weekly snapshot of new work published in Object Classification.

Period ending 2026-09-07

2 new papers

A weekly snapshot of new work published in Object Classification.

94 papers

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  1. AraGenre 2026: A Hierarchical Definition-Guided Arabic Genre Classification Shared Task

    Sep 23, 2026Mo El-Haj, Saad Ezzini, Shadi Abudalfa +3Object Classification

  2. Alliance Beats Isolation: Unifying Heterogeneous Allied Datasets Improves Classifier Performance

    Sep 17, 2026Girish Keshav PalshikarCross-Dataset BenchmarkBinary Classification

  3. On the role of the tokenizer in ECG transformer models

    Sep 14, 2026Jiawei Li, Fabio Bonassi, Johan Sundström +2TokenizationPhysiological Data

  4. A machine-checked proof of the Dong-Yang classification of optimal (n,4) binary codes for BSCs

    Sep 12, 2026Shenghao Yang, Yanyan DongSource-Channel CodingBinary

  5. Efficient Leakage-Free Neural Architecture Search under Leave-One-Subject-Out Evaluation

    Sep 10, 2026Heinke HihnNeural Architecture SearchSearch Algorithms

  6. Positional task conditioning for scalable defect detection across product families in large product catalogs

    Sep 9, 2026Soham Satyadharma, Gabriel Roccabruna, Suleiman A. KhanScalable Defect DetectionObject Classification

  7. CHIMERA Challenge Task 2 and 3: Response Subtypes Classification and Progression Survival Prediction in Bladder Cancer Patients using Multimodal Datasets

    Sep 8, 2026Catherine Chia, Tongjie Wang, Robert Spaans +12Non-Small Cell Lung CancerSurvival Predictions

  8. Asymmetries in Spontaneous and Instructed Deception

    Aug 31, 2026Josiah LuikhamDeceptionAsymmetry

  9. SynCrash: A Multi-Stage Pipeline for Zero-Shot Accident Detection and Localization in Traffic Surveillance Video

    Aug 30, 2026Arkya Jyoti Bagchi, Ritul Jangir, Varun RaskarAccidentsRobust Vehicle Recognition

  10. ROBE: Reversed-Order-Biased-Experts for Extracting Extreme Long-tail Events from Historical Texts

    Aug 25, 2026Stella Verkijk, Piek VossenRare EventsObject Classification

  11. When Should Multi-Round RAG Stop? Structured Stopping Judgments and Retrieval Reduction in Search-R1

    Aug 13, 2026Weimeng LuoJudgesFrozen Models

  12. Measuring Cross-Cultural Style Diffusion Through Era Classification: US and Korean Popular Music

    Aug 11, 2026Dasol Lee, Minhee Lee, Seonguk Ju +3Cross-Cultural StudyNew Era

  13. Are LLMs Positionally Consistent Ordinal Classifiers? A Systematic Evaluation

    Aug 9, 2026Yu Wang, Zhe Zhou, Menglin Liu +1Implicit BiasOrder Matters

  14. Sedentary Behavior Classification for Wearable Sensors with a CNN-BiLSTM Model

    Aug 3, 2026Yuliang Chen, Weiwei Shi, Jingjing Zou +10Wearable DevicesWrist

  15. Start Classifying: Categorical Critics for LLM Reinforcement Learning

    Aug 3, 2026Zhijian Zhou, Long Li, Xuan Zhang +7Multi-Objective Policy OptimizationProximal Policy Optimization

  16. Detecting Nonproperness of Likelihood Equations

    Aug 3, 2026Xiaoxian Tang, Bican Xia, Tianqi ZhaoStatistical ModelsLikelihood

  17. Extended KAFR: A kinematic-adaptive paradigm for the efficient analysis of surgical video

    Aug 2, 2026Huu Phong Nguyen, Shekhar Madhav Khairnar, Ganesh SankaranarayananSurgical VideosMotion Estimation

  18. Classification of COVID-19 cases from chest CT volumes using hybrid model of 3D CNN and 3D MLP-Mixer

    Jul 31, 2026Masahiro Oda, Tong Zheng, Yuichiro Hayashi +5Covid-19Computed Tomography Dataset

  19. Automated classification method of COVID-19 cases from chest CT volumes using 2D and 3D hybrid CNN for anisotropic volumes

    Jul 31, 2026Masahiro Oda, Tong Zheng, Yuichiro Hayashi +5Computed Tomography DatasetCovid-19

  20. Cybersecurity Detection Classification with Reasoning-enabled Language Models

    Jul 30, 2026Amol Khanna, Manu Nandan, Cristian Viorel Popa +10Large Language Model SafetyArtificial Intelligence Detection

  21. Search Strategies for Optimal Classification and Regression Trees

    Jul 30, 2026Jacobus G. M. van der Linden, Mim van den Bos, Emir DemirovićDecision TreesObject Classification

  22. Beyond Classification: Pathology Foundation Models as Detection Encoders for Mitotic Figures

    Jul 30, 2026Sweta Banerjee, Alireza Teimoury, Nils Porsche +11Pathology Foundation ModelsObject Detection

  23. Wiring diagram extraction and gluing: a case study in classifying figure skating jumps using 3D dataset

    Jul 30, 2026Jason Lo, Mohammadnima JafariObject ClassificationHierarchical

  24. Attack Ensembles Expose a Safety-Utility Trade-off in Black-Box Guard Defenses Against Encoded VLM Jailbreaks

    Jul 29, 2026Haoyu Zhang, Zhuoxi Wang, Shibo Zheng +7Model-Agnostic DefenseGuard

  25. Multi-modal transformer for signal classification in nanopore blockade experiments

    Jul 22, 2026Sandro Kuppel, Julian Hoßbach, Samuel Tovey +1Multimodal Deep LearningBiomarker

  26. Two-Step Occupation Coding

    Jul 22, 2026Alexander M. Esser, Jens DörpinghausNamed-Entity RecognitionObject Classification

  27. Lightweight Person-Place Relation Extraction from Historical Newspapers with Dependency Graphs and Proximity Features

    Jul 22, 2026Mlen-Too WesleyRelation ExtractionGraph-Based Retrieval

  28. Discrete Ricci Curvature on Protein Contact Graphs for Lightweight Fold Classification

    Jul 17, 2026Jianru ShenEmbedding DimensionRotation-Invariant Descriptors

  29. Learning Topological Quantum Phases from Limited Subsystems

    Jul 12, 2026Mehran Khosrojerdi, Sougato Bose, Alessandro Cuccoli +3Quantum Topological PhasesQuantum Kernels

  30. Constraint-Aware Hierarchical Search for Regulation-Driven Fine-Grained Classification

    Jul 12, 2026Siyu Wang, Wei Tan, Lulu ChenRegulationObject Classification

  31. Rag Classification of Tagore Songs using Symbolic Music Notation and Novel Weighted Distance Measures

    Jul 8, 2026Chandan Misra, Swarup ChattopadhyayObject ClassificationDistance

  32. UCSC NLP at SemEval-2026 Task 10: Boundary-Aware Span Extraction and RoBERTa Classification for Conspiracy Detection

    Jul 6, 2026Dom Marhoefer, Milos Suvakovic, Glenn Grant-Richards +2Natural Language Processing TasksObject Classification

  33. Large-scale dataset of automatically classified rhetorical sections in scientific papers

    Jul 3, 2026Daniel Verdi, Jacob Aarup Dalsgaard, Roberta SinatraScientific DiscoveryObject Classification

  34. LLM-Enhanced Hierarchical Heterogeneous Graph Representation Learning for Malicious Python Package Detection

    Jul 3, 2026Hang Gao, Xiaoyu Chen, Baoquan Cui +4Malware DetectionObject Classification

  35. Robustness Meets Uncertainty: Evidential Adversarial Training for Robust Selective Classification

    Jul 3, 2026Nicolas Sournac, Ahmed Baha Ben Jmaa, Bertrand BraeckeveldtAdversarial TrainingAdversarial Transferability

  36. HaloGuard 1.0: An Open Weights Constitutional Classifier for Multilingual AI Safety

    Jul 2, 2026Navaneeth Sangameswaran, Preetham S, Ashmiya LeninLarge Language Model SafetyMultilingual Safety

  37. Cross-lingual Relation Extraction with Large Language Models: Zero-Shot, Few-Shot, and Fine-Tuned Evaluation on Romanian

    Jun 30, 2026Dragos-Mitrut Vasile, Elena-Simona Apostol, Stefan-Adrian Toma +2Cross-Lingual ConsistencyObject Classification

  38. Overview of the TalentCLEF 2026: Skill and Job Title Intelligence for Human Capital Management

    Jun 30, 2026Luis Gasco, Hermenegildo Fabregat, Laura García-Sardiña +8Competency QuestionsEvaluation Benchmarks

  39. FoleySet: A Multi-Level Human-Annotated Foley Sound Dataset

    Jun 24, 2026Sunshiyu Wang, Alexander LerchSonificationObject Classification

  40. A new classification method based on Minimum Spanning Trees

    Jun 19, 2026Julio González-Díaz, Beatriz Pateiro-López, Iria Rodríguez-AcevedoImage ClusteringUnsupervised

  41. NoduLoCC2026: Lung Nodule Localization and Classification Contest from Chest X-Ray Images

    Jun 19, 2026Adnan Mustafic, Halim Benhabiles, Adnane Cabani +19Lung-Nodule DetectorChest X-Ray

  42. BCL: Bayesian In-Context Learning Framework for Information Extraction

    Jun 17, 2026Haoliang Liu, Chengkun Cai, Xu Zhao +7In-Context LearningBayesian

  43. Spatio-Temporal Fusion Model for Standard View Classification of Echocardiographic Videos

    Jun 16, 2026Bo Gou, Jicheng Zhang, Jianlong Xiong +9EchocardiographySpatiotemporal Representations

  44. Phenotyping TPF via Self-Supervised Learning: A Label-Agnostic Framework with Expert Validation

    Jun 15, 2026Miral Elnakib, Muhammad Saad, Ahmad Al-KabbanyPseudo-LabelingPixel-Level Annotation

  45. Distilling Examples into Task Instructions: Enhanced In-Context Learning for Real-World B2B Conversations

    Jun 14, 2026Guy Rotman, Adi Kopilov, Danit Berger Zalmanson +1In-Context LearningFew-Shot Learning

  46. EcoBin: A Two-Stage Deep Convolutional Neural Network for Contamination-Aware Waste Classification

    Jun 14, 2026Raghav Senthil KumarWasteObject Classification

  47. LLMs on Tabular Data with Limited Semantics: Evidence from Industrial Car Retrofit Prediction

    Jun 13, 2026Aina Vila Pons, Ioannis Tzachristas, Constantinos AntoniouTabular DataPredictive Maintenance

  48. Decoding Insect Song: A Multitask Semisupervised Orthoptera Bioacoustic Classifier

    Jun 11, 2026Olga Isupova, Danil Kuzin, Ella Browning +2Passive Acoustic MonitoringBees

  49. Cascade Classification of Dermoscopic Images of Skin Neoplasms with Controllable Sensitivity and External Clinical Validation

    Jun 11, 2026Elena S. Kozachok, Sergey S. Seregin, Aleksandr V. Kozachok +2Skin Lesion ClassificationObject Classification

  50. sebis at CRF Filling 2026: A Two-Stage Local LLM Pipeline for Medical CRF Filling

    Jun 11, 2026Katharina Sommer, Tristan Till, Florian MatthesMedical Report GenerationLarge Language Model Pipelines

  51. End-to-End Optimization of Incoherent Imaging for Classification Under Detector-Limited Readout

    Jun 8, 2026Archer Wang, Joshua Chen, Sachin Vaidya +1Image ClassificationObject Classification

  52. New Fractional Ambiguity Function Integrated with CNN-Based Machine Learning for Signal Classification

    Jun 6, 2026Aamir H. Dar, Prakhar Kumar Sonkar, Neeraj Kumar SharmaTime-FrequencyFourier

  53. An Open-Source Two-Stage Computer Vision Pipeline for Fine-Grained Vehicle Classification using Vision Transformers

    Jun 3, 2026Gandhimathi Padmanaban, Fred FengRobust Vehicle RecognitionComputer Vision

  54. MimeLens: Position-Agnostic Content-Type Detection for Binary Fragments

    Jun 2, 2026Michael J. BommaritoMalware DetectionMachine-Generated Text Detection

  55. Linear Strategic Classification with Endogenous Improvements

    May 31, 2026Siddharth Shrivastava, Mahvith Akshintala, B Vamsha Vardhan Reddy +3Object ClassificationLearning-Augmented Algorithms

  56. AI for Monitoring and Classifying Data Used in Research Literature

    May 28, 2026Rafael Macalaba, Aivin V. SolatorioCitationsAcademic Papers

  57. Knowledge Graph-Enhanced Zero-Shot Topic Classification: A Multi-Strategy Comparative Study

    May 28, 2026Shahana Akter, Yatharth Vohra, Ankita Shukla +1Multi-Label ClassificationObject Classification

  58. SMILE-Next: Teaching Large Language Models to Detect, Classify, and Reason about Laughter

    May 27, 2026Lee Jung-Mok, Kim Sung-Bin, Joohyun Chang +2HumorMulti-Modal Large Language Models

  59. Personalized Generative Models for Contextual Debiasing

    May 25, 2026Xinran Liang, Esin Tureci, Prachi Sinha +3Synthetic Data AugmentationGenerative Models

  60. Sleep-stage efficient classification using a lightweight self-supervised model

    May 25, 2026Eldiane Borges dos Santos Durães, João Batista FlorindoSleep Stage ClassificationSleep