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23 papers in the last four weeks, up 156% on the four weeks before. 0.2% of all new papers.

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  1. TabJoinBench: A Benchmark for Joinable Table Discovery

    Sep 30, 2026Sandipan De, Jin Wang, Vivek GuptaData LakesBenchmark Datasets

    Arizona State University

  2. WOMBAT: Whitebox Oracle for Molecular Benchmarking and Attribution Testing

    Sep 30, 2026Dominik Matuszek, Bartosz Zieliński, Tomasz Danel +1Graph Neural NetworksExplainable AI Methods

    Jagiellonian University, Faculty of Mathematics and Computer Science · Jagiellonian University, Doctoral School of Exact and Natural Sciences · Jagiellonian University, Jagiellonian Center for Artificial Intelligence +2

  3. End-to-End Historical Music Restoration in Latent Space

    Sep 30, 2026Steven Cho, Junghyun Koo, Raphael Lafargue +3RestorationDegradation

    ETH Zurich · Sony Corporate Technology Center America, Inc. · Sony Europe Ltd. +2

  4. MAGiDiff: Sampling the Photospheric Vector Field from UV/EUV Filtergrams

    Sep 30, 2026Ruoyu Wang, David FouheyGeomagnetic StormsExtreme Ultraviolet

    NYU

  5. Routing Probes Can Improve Without New Information: An Exact-Null Audit of Uncertainty Beyond Model Outputs

    Sep 30, 2026Wenhao Liang, Lin Yue, Wei Emma Zhang +3Detection PerformanceModel Checkpoints

  6. Spatial-OPSD: Self-Improving Spatial Reasoning via Label-Free Self-Distillation

    Sep 29, 2026Zhenyu Liu, Zhangquan Chen, Keyi Chen +4Spatial ReasoningRecent Vision-Language Models

    Tsinghua University · LMMs-Lab · Xi’an Jiaotong University

  7. Can Generative AI Automate Data Extraction for Meta-Analysis? A Case Study on Intercropping Research

    Sep 28, 2026Zehao Lu, Xingguo Xiong, Wopke van der Werf +2Research AutomationPrecision Agriculture

    Wageningen University & Research, Wageningen, the Netherlands · Zhejiang Academy of Agricultural Sciences

  8. Triangular Resampling for Long-Horizon Motion Generation

    Sep 28, 2026Kunhang Li, Yiyi Cai, Xiangyue Zhang +5Denoising TrajectoryDiffusion Models

    The University of Tokyo · Alaya Lab · Japan Advanced Institute of Science and Technology

  9. BIABench: Evaluating AI agents on real-world bioimage analysis tasks

    Sep 28, 2026Zixuan Pan, Davide Panzeri, Lukas Johanns +5Artificial Intelligence AgentsMicroscopy

    Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, USA · Leibniz-Institut für Analytische Wissenschaften – ISAS – e.V., Dortmund, Germany · Institute of Computer Science, University of Tartu, Tartu, Estonia

  10. FB-GDM: Fully-Bayesian Guided Diffusion Models for High-Dimensional Linear Inverse Problems via Unsupervised Variational Inference

    Sep 24, 2026Gatien Séguy, Thomas RodetBayesian Inverse ProblemsDiffusion Models

    SATIE · SATIE Laboratory, ENS Paris-Saclay, CNRS, Universit´e Paris-Saclay, 91190 Gif-sur-Yvette, France

  11. A Systematic Evaluation of Infrastructure-Based Radar System for Highway Traffic Monitoring

    Sep 22, 2026Tianheng Zhu, Woei-chyi Chang, Alamss Riaz +2RadarTraffic

    Lyles School of Civil and Construction Engineering Purdue University, West Lafayette, IN, USA

  12. Label-Efficient Learning for Ground-Based Sky-Image Classification: A Benchmark of Transfer Learning, Active Learning, and Pseudo-Labeling on GCD

    Sep 22, 2026Esther Bou Dagher, Viktoriya Bu-Dager, Boguslaw ZegarlinskiLabel PropagationGround Truth

    CEREMADE, Universit´e Paris Dauphine-PSL, Paris, France. · School of Computing and Information Science, Anglia Ruskin University, Cambridge, United Kingdom. · Institute of Mathematics, Polish Academy of Sciences, Warsaw, Poland.

  13. FunArt: Decoding Functional Structure and Articulation from Generative 3D Latents

    Sep 17, 2026Dennis Rotondi, Abdelrhman Werby, Kai O. Arras3D Scene GraphsRobotic Perception

    University of Stuttgart, Germany · International Max Planck Research School for Intelligent Systems

  14. Automated Goldsmith's Mark Retrieval in Silverware

    Sep 17, 2026Atmik Tiwari, Vincent Christlein, Mark Fichtner +5Silver BulletFingerprint

    Pattern Recognition Lab, FAU Erlangen-Nürnberg · Germanisches Nationalmuseum Nürnberg

  15. Echo: Learning-based Matching Decompilation using Trusted Back Translation

    Sep 16, 2026Jun Bi, Xiangxin Fang, Aarsh Chaube +3DisassemblyMalware

    State Key Lab of Processors, Institute of Computing Technology, Chinese Academy of Sciences · University of Edinburgh

  16. Can VLMs Reliably Assess Sidewalk Accessibility Attributes from Pedestrian-Level Imagery?

    Sep 15, 2026Seung Jae Lieu, Diego Morra, Chiara Cadoni +3Pedestrian DetectionAccessibility

    Senseable City Lab Massachusetts Institute of Technology Cambridge, MA 02139

  17. Skill-based Agentic Evaluation for Real-time Data Science Tasks

    Sep 15, 2026Aniruddha Tamhane, Raghavendra Addanki, Ayushi Aggarwal +4Data Science AgentsAgentic Evaluations

    Adobe

  18. Online Material Estimation for Conditioned Diffusion Policy in Shaping Deformable Linear Objects

    Sep 14, 2026Ryunosuke Yamada, Tomohiro Motoda, Yukiyasu Domae +1Deformable Linear ObjectsDiffusion Policies

    Graduate School of Natural Science and Technology, Kanazawa University, Kanazawa 920-1192, Japan · National Institute of Advanced Industrial Science and Technology (AIST), Tokyo 135-0064, Japan · Faculty of Frontier Engineering, Institute of Science and Engineering, Kanazawa University, Kanazawa 920-1192, Japan

  19. When Ground-Truth Fidelity Matters: An Orchestrated UAS Framework for Wheat Streak Mosaic Virus Detection Using Vision Transformers and Machine Learning

    Sep 14, 2026Dewi Endah Kharismawati, Sandeep Dhakal, Courtney E. McCusker +3Precision AgricultureSirus

    Department of Food, Agricultural, and Biological Engineering, The Ohio State University, Columbus, OH, 43210, USA · Corn, Soybean and Wheat Quality Research Unit, USDA Agricultural Research Service, 1680 Madison Ave., Wooster, OH, 44691, USA

  20. Beyond Dead Reckoning: A Point of View on Camera--DAS--GNSS Continuity in Road Tunnels

    Sep 13, 2026Lyes Saad Saoud, Hesham A. Rakha, Mona Jaber +1Rtk-GnssContinuum

    School of Electronic Engineering and Computer Science, Queen Mary University of London, London E1 4NS, U.K.

  21. Parameter-Efficient Retrievers for Polish and European Languages

    Sep 11, 2026Sławomir Dadas, Rafał Poświata, Małgorzata Grębowiec +1Retrieval LayerRetrievers

    National Information Processing Institute al. Niepodległości 188b, 00-608 Warsaw, Poland

  22. The Era by Eon Benchmark: A Generated Enterprise Estate with Exact Ground Truth for Benchmarking LLM Agents

    Sep 9, 2026Benjamin Gruenbaum, Doron Porat, Assaf Natanzon +3Personalized Large Language Model AgentsLarge Language Model Agents

    Eon

  23. Data-Efficient Crosswalk Segmentation from Overhead CCTV via Confidence- and Geometry-Guided Pseudo-Labeling

    Sep 8, 2026Abdirashid Omar, Jonghyuk ParkChange DetectionPixel-Level Annotation

    Department of Data Science, Graduate School of Kookmin University · Seoul 02707, Republic of Korea

  24. What Do Scan-Derived Class Prototypes Add? Disentangling Supervision, Prototype Content and Query Protocol in Recognition over Frozen Foundation Features

    Sep 3, 2026Chenxi Tao, Hong-In Won, Seung-Kyum ChoiLearnable PrototypesDinov3

    George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, 30332, GA, USA

  25. Epistemic Warrant for LLM Recommendations: Characterizing the Basis for Reliance When Ground Truth Is Unavailable

    Sep 3, 2026Shai Vardi, João SedocLarge Language Model ReliabilityEpistemic States

    University of South Florida, Muma College of Business · New York University

  26. Camera trap classification with deep learning under ground truth uncertainty

    Aug 31, 2026Leonard Hockerts, Peter S. Stewart, Sarthak Arora +1Species IdentificationRoadside Cameras

    School of Mathematics & Statistics, University of Glasgow, Glasgow, G12 8QQ,2026 United Kingdom. · 2Collaborative Earth, Berkeley, California, United States

  27. Where to Look Matters: On-Policy Self-Distillation for Long-Video Understanding

    Aug 26, 2026Kaishen Wang, Dongdi Zhao, Yijun Liang +4Video UnderstandingUnsupervised On-Policy Self-Distillation

    University of Maryland, College Park · Johns Hopkins University

  28. A Deep RL based Framework for Targeted White Matter Tractography

    Aug 13, 2026Ankita JoshiGround Truth

    SCHOOL OF COMPUTING AND ELECTRICAL ENGINEERING, INDIAN INSTITUTE OF TECHNOLOGY MANDI · Indian Institute of Technology Mandi, 175005 - INDIA

  29. Dual-Primal Graph VAEs for Noisy Label Aggregation

    Aug 11, 2026Patrick Stinson, Nikolaus KriegeskorteNoisy LabelsConditional Variational Autoencoder

    Zuckerman Institute Columbia University

  30. Hypothesis Frontier: Verifier Guided LLM and Symbolic Search for First-Order Induction

    Aug 11, 2026Serafim BatzoglouInductionNeuro-Symbolic Framework

    Independent Researcher

  31. TRACE: TRajectory Attribution for Automated Context Engineering

    Aug 10, 2026Yikai Zhao, Pradeep Kumar Misra, Saurabh PandeyRemediationGround Truth

    Amazon Dallas, TX, USA · Amazon Seattle, WA, USA

  32. Twin Rollouts: Noise-Coupled Counterfactual Branching in Interactive Video World Models

    Aug 10, 2026Yu Ma, Hongli Shi, Xinran XuCounterfactual GenerationVideo World Models

  33. Temporal Leakage in LLM Backtesting: Measurement, Validation, and Adjusted Scores

    Aug 4, 2026Zeyu Zhang, Bradly C. StadieMemorizationValidation

    Department of Statistics and Data Science Northwestern University

  34. Coarse-to-Fine Registration of Jawbone CT and Intraoral Scan Data Using GeDi and ICP with Pseudo-IOS Ground Truth

    Aug 3, 2026Sho Mitarai, Hikaru Kayo, Hisashi Ozaki +2Intraoral ScansImage Registration

    School of Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto, Japan. · Department of Oral and Maxillofacial Surgery, Rakuwakai Otowa Hospital, Kyoto, Japan.

  35. PredAct-Bench: Benchmarking Tool-Augmented Dialogue under Controlled Tool Noise

    Aug 3, 2026Abdulrahman AlRabah, Xiaocheng Yang, Dilek Hakkani-Tür +1Agentic BenchmarksGround Truth

    University of Illinois Urbana-Champaign

  36. Agreement Is Not Quality: Blind Expert Verification of Human and LLM Qualitative Coding When Human Consensus Is Not Ground Truth

    Jul 30, 2026Alex Liu, Lief Esbenshade, Michael Xiao +4Llm-As-A-JudgeQualitative Research

    University of Washington · Colleague AI/ · Colleague AI

  37. LLMBDC: Language Model for Biological Domains Oriented Clustering of Gene Ontology

    Jul 30, 2026Ximing Ran, Jie Xu, Peng Jin +3Enrichment AnalysisGround Truth

    Emory University Atlanta, GA, USA

  38. Paying for Honesty Without Knowing the Truth: Reputation-Penalty Design for LLM Marketplace Agents

    Jul 30, 2026Mingdai Yang, Shicheng Fan, Kejing Yu +5HonestyReputation

    Univ. of Illinois Chicago Chicago, IL, USA · Springbrand Inc. Hangzhou, China · Beijing University of Posts and Telecommunications Beijing, China +2

  39. Tag Questions and the Generational Reversal of Sycophancy Across 45 Language Models

    Jul 27, 2026Tapan ParikhSycophancyTagging

    Cornell Tech

  40. Embeddings based Anomaly Detection for Cleaning Global Crop Type Reference Datasets

    Jul 27, 2026Syed Roshaan Ali Shah, Kristof Van Tricht, Christina Butsko +2Agricultural MonitoringGraph Anomaly Detection

    VITO Remote Sensing, Mol, Belgium · European Space Agency (ESA), Frascati, Italy

  41. A Self-Calibrating Agentic AI Framework for Autonomous Edge Resource Allocation

    Jul 24, 2026Fin Gentzen, Marla Grunewald, Iulisloi Zacarias +2Agentic FrameworkLarge Language Model Agents

    Institut für Datentechnik und Kommunikationsnetze Technische Universität Braunschweig, Germany

  42. Ground Truth First: A Longitudinal Evaluation Instrument for Agent Memory, and the Tenure Crossover in Memory-Architecture Rankings

    Jul 24, 2026Quentin SpencerConversational MemoryInteraction History

    Independent Researcher

  43. Future Rendering ≠\neq Future Surface: A Benchmark and Dataset for Dynamic Surface Reconstruction Beyond the Observed Window

    Jul 23, 2026Yukun Shi, Minglun GongSurface ReconstructionGround Truth

    University of Guelph

  44. Train the Model, Not the Reader: Decodability Supervision for Verifiable Activation Explanations

    Jul 22, 2026Hiskias DingetoVerbalizationInterpretability

    StackOne Technologies

  45. Staypoint Detection from Noisy Trajectory Data [Experiment Paper]

    Jul 21, 2026Lance Kennedy, Hossein Amiri, Yueyang Liu +9Ground TruthSituational Awareness

    Emory University, USA

  46. Scalable Model-Assisted Multi-Target Estimation in Large Image Collections

    Jul 20, 2026Max Hamilton, Jinlin Lai, Daniel Sheldon +1Multimodal ClassificationGround Truth

    University of Massachusetts, Amherst

  47. Why Low-Light Cameras Go Color Blind: Removing Color Bias in Raw Denoising

    Jul 13, 2026Mohammad Mohammadi, Sina Honari, Stavros Tsogkas +6Low-Light ImagesIterative Denoising Methods

    University of Toronto · 2Vector Institute · 3AI-Center Toronto, Samsung +1

  48. From Checker to Forecaster: Code-Owned Evaluation of Model-Generated Strategic Routes Under Delayed Ground Truth

    Jul 13, 2026Aleh ManchuliantsauData-Driven ForecastingUncertainty Score

    Independent Researcher

  49. Learning Linear Temporal Specifications from Demonstrations with Uncertainty

    Jul 12, 2026Parastou Fahim, Constantino Lagoa, Rômulo Meira-G'oesLinear Temporal LogicsUncertainty

    School of Electrical Engineering and Computer Science at The Pennsylvania State University, State College, USA

  50. REFORGE: A Method for Benchmarking LLMs' Reverse Engineering Capabilities in Decompiled Binary Function Naming

    Jul 7, 2026Nicolas Koller, Andreas u. SchmidtReverse EngineeringDisassembly

    Systrion AG Flughafenstraße 52 22335 Hamburg, Germany · Wilhelm Büchner Hochschule Hilpertstraße 31 64295 Darmstadt, Germany

  51. Interpretable Human-Label-Free Deep Learning for Real-Bogus Classification with Uncertainty Quantification

    Jul 6, 2026Raphaël Bonnet-Guerrini, Bruno Sanchez, Dominique Fouchez +5Ground TruthUncertainty Quantification

    Università degli Studi di Milano, Department of Computer Science, Milan 20133, Italy · Aix Marseille Univ, CNRS/IN2P3, CPPM, Marseille, France · Université Côte d’Azur, INRIA, CNRS, Laboratoire J.A.Dieudonné, Maasai team, Nice 06000, France +2

  52. SteelBench: Evaluating Vision-Language Models in Real-World Industrial Environments

    Jul 6, 2026Suryanarayana Reddy Yarrabothula, Manisha Chawla, Kunal Sinha +5Open-Vocabulary Action RecognitionIndustrial

    Indian Institute of Technology Bhilai · Steel Authority of India Limited · VIT Vellore

  53. MARLIN: De Novo Molecular Structure Elucidation from Tandem Mass Spectra without a Ground-Truth Formula

    Jul 6, 2026Xujun Che, Xiuxia Du, Depeng XuTandem Mass SpectraMolecules

    Department of Software and Information Systems, University of North Carolina at Charlotte, Charlotte, NC 28223 · Center for Environmental Monitoring and Informatics Technologies for Public Health, University of North Carolina at Charlotte, Charlotte, NC 28223 · Department of Bioinformatics and Genomics, University of North Carolina at Charlotte, Charlotte, NC 28223

  54. Risk-Constrained Freshness-Aware Semantic Caching for Open-Web Retrieval-Augmented LLMs

    Jul 5, 2026Muhammad Mansoor, Tahir Ahmad, Yeo-Chan YoonGround Truth

    Jeju National University, Jeju, Republic of Korea

  55. Evaluating LLM Uncertainty in Long-Form Generation Using Deterministic Ground Truth

    Jul 4, 2026Ido Amit, Ido Galil, Ran El-YanivLarge Language Model UncertaintyLong-Form Generation

    1Technion · 2Nvidia

  56. Benchmarking Frontier LLMs on Arabic Cultural and Sociolinguistic Knowledge: A Cross-Evaluation Framework with Human SME Ground Truth

    Jun 30, 2026Sajjad Abdoli, Ghassan Al-Sumaidaee, Ahmad ElShiekh +2Cultural AwarenessArabic

    1Perle AI

  57. Reinforcement Learning without Ground-Truth Solutions can Improve LLMs

    Jun 25, 2026Yingyu Lin, Qiyue Gao, Nikki Lijing Kuang +6Reinforcement Learning With Verifiable RewardGround Truth

    University of California, San Diego · Snowflake AI Research

  58. Hallucination in World Models is Predictable and Preventable

    Jun 25, 2026Nicklas Hansen, Xiaolong WangWorld ModelsCitation Hallucination

    1UC San Diego

  59. How to evaluate clustering with ground truth?

    Jun 25, 2026Pasi FräntiEvaluation MetricsSpearman Correlation

    School of Computing University of Eastern Finland Joensuu, Finland

  60. A Synthetic Reliability-Aware PINN Benchmark for Offshore Wind Turbine Support-Structure Monitoring with Bayesian Inverse Identification

    Jun 23, 2026Puneet Kant, Monika TanwarOffshore Wind TurbineParametric Physics-Informed Neural Network

    aSchool of Artificial Intelligence and Data Science, Indian Institute of Technology Jodhpur · bSchool of Management and Entrepreneurship, Indian Institute of Technology Jodhpur