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Synthetic Data356 papersSynthetic Data233 papersSynthetic Data Augmentation155 papersSynthetic Dataset53 papersSynthetic Tabular Data42 papersSynthetic Training Data33 papers

2,311–2,340 of 2,560

Papers

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  1. APEX-VW: A Document-Level English-Spanish Post-Editing Dataset in the Healthcare Domain

    Aug 8, 2026Marie Escribe, Tharindu Ranasinghe, Amal Haddad Haddad +2Machine TranslationText Corpora

  2. Active Query Synthesis for Preference Learning

    May 25, 2026Namrata Nadagouda, Nauman Ahad, Maegan Tucker +1Preference LearningActive Learning

  3. Euclidean Embedding of Data Using Local Distances

    May 19, 2026Dimitris ArabadjisManifold Learning MethodDistance

  4. Cross-Modal RGB-D Fusion Transformer for 6D Pose Estimation of Non-Cooperative Spacecraft with Stereo-Derived Depth

    May 9, 2026Yongliang Zhen, Bo LÜ, Hang Yang +1Category-Level Object Pose EstimationStereo Vision

  5. The K-Space Signature: Frequency-Domain Representation Learning for Medical Deepfake Detection

    Jul 31, 2026Riccardo Raciti, Francesco Guarnera, Francesco Rundo +2Explainable Deepfake DetectionMedical Image Generation

  6. Enhanced Low-Density Region Exploration in Classifier-Guided Diffusion Models Through Modified Reverse Diffusion Sampling

    Jun 11, 2026Jagriti Singh, Shekhar Verma, Muneendra OjhaDiffusion SamplingImagenet

  7. Embedded Conditional Independence Tests for Large Language Model Generated Text with an Application to German Parliament Speeches

    Sep 1, 2026Marco Simnacher, Georg Keilbar, Benjamin König +2Conditional IndependenceLarge Language Model Generation

  8. Beyond Visibility: Real-Time Surface Accessibility Fields from Sparse LiDAR

    Aug 5, 2026Bradley Scott, Sam Schofield, Richard GreenLidarLight Detection And Ranging

  9. Benchmarking Local LLMs for Natural-Language-to-SQL Querying in Biopharmaceutical Manufacturing: An Empirical Benchmark on Consumer-Grade Hardware

    May 31, 2026Sagar Bhetwal, Rajan Bastakoti, Nirajan Acharya +2Text-To-SqlBenchmarking Large Language Models

  10. CARE: Class-Adaptive Expert Consensus for Reliable Learning with Long-Tailed Noisy Labels

    May 22, 2026Mengke Li, Haiquan Ling, Lihao Chen +3Noisy LabelsVision-Language Model Adaptation

  11. How Label Imbalance Shapes Geometry: A General Spectral Analysis of Multi-Label Neural Collapse

    May 3, 2026Xiaoxuan Ma, Yixuan Yang, Song Li +1Multi-Label ClassificationNeural Collapse

  12. Counterfactual Fairness Audits of Multi-Step Clinical LLM Agents Require a Measured Per-Action Instability Floor

    Sep 2, 2026Rohith Reddy Bellibaltu, Manpreet Singh, Deepak Parashar +1Fairness AuditsCounterfactual Reasoning

  13. EntroPath: Maximum Entropy Path Ensemble Embedding for Manifold Learning

    Jul 7, 2026Przemysław RolaManifold Learning MethodGeodesic

  14. Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability

    Jan 26, 2026Shobhita Sundaram, John Quan, Ariel Kwiatkowski +3Curriculum Reinforcement LearningSelf-Play

  15. Autonomous FAIR Digital Objects: From Passive Assertions to Active Knowledge

    May 11, 2026Zeyd Boukhers, Oya Beyan, Cong Yang +1Content ProvenanceAssurance

  16. Data Attribution of Emergent Misalignment with Persona Features

    Aug 11, 2026Clemens Vetter, David Kaczér, Lucie Flek +1MisalignmentHarmful Fine-Tuning

  17. Fundamental Dynamical Units for Physics-Informed Structural Inference from Perturbation Time-Series in Networked Systems

    Sep 14, 2026Nima NouriComplex NetworksPhysics-Informed Machine Learning

  18. VidForensics-M1: Meta-Detection Reinforcement Learning with Verifiable Temporal Grounding for AI-Generated Video Forensics

    Aug 11, 2026Bowei Liu, Zheng Lu, Yuhan Bian +8ForgeriesTemporal Grounding

  19. OSSDD - a New Open Dataset for Sentinel-1 Ship Detection

    Aug 3, 2026Horst Hammer, Sylvia Hochstuhl, Antje Thiele +4Synthetic Aperture Radar

  20. Beyond Modality Fusion: Deep Ensembles for Multimodal Classification

    Jul 6, 2026Ilya Burenko, Dmitry VetrovMultimodal ClassificationMultimodal Fusion

  21. FleetAgent: Teleoperation Assistant for Autonomous Fleets via Vectorized V2N Messages

    Jun 19, 2026Juntong Peng, Qi Chen, Deyuan Qu +3PilotTeleoperation

  22. C2FL: Clustered Continual Federated Learning under Spatial and Temporal Drift

    Jun 16, 2026Davide Domini, Gianluca Aguzzi, Lorenzo Pellegrini +2Federated LearningAutonomous Driving Perception

  23. Spatiotemporal Imputation with Graph-Informed Flow Matching

    Jun 4, 2026Zepeng Zhang, Aref Einizade, Jhony H. Giraldo +1Temporal Graph Neural NetworksConditional Flow Matching

  24. Gradient Clipping Beyond Vector Norms: A Spectral Approach for Matrix-Valued Parameters

    May 12, 2026Alexander Yukhimchuk, Mladen Kolar, Martin Takáč +1Gradient ClippingSpectral Norm

  25. Direct Estimation of Schrödinger Bridge Time-Series Drifts: Finite-Sample, Asymptotic, and Adaptive Guarantees

    May 6, 2026Othmane Mazhar, Huyên PhamSchrödinger BridgesEstimators

  26. How Non-Linguistic Is the Indus Sign System? A Synthetic-Baseline Scorecard

    Apr 20, 2026Ashish NairStylometricLinguistics

  27. PFN-TS: Thompson Sampling for Contextual Bandits via Prior-Data Fitted Networks

    May 11, 2026Yan Shuo Tan, Kenyon Ng, Ruizhe Deng +3Thompson SamplingTabular Prior-Data Fitted Network

  28. Constraint-Aware Aggregation for Federated Reinforcement Learning in Microgrid Energy Coordination

    Jul 14, 2026Usman Haider, Karl MasonFederated Reinforcement LearningSmart Grids

  29. LeNEPA: No-Augmentation Next-Latent Prediction for Time-Series Representation Learning

    Jul 1, 2026Alexander Chemeris, Ming Jin, Randall BalestrieroLatent Bridge MatchingTime-Series Classification

  30. Improving Selective Classification with Pairwise Queries for Binary Classification

    May 28, 2026Harsh Vardhan, Sunav Choudhary, Natwar Modani +1Binary ClassificationConfidence Estimation