Browse State-of-the-Art › Dataset Generation › Papers, page 3
Dataset Generation
Papers archive 2025-07-28
archive papers tagged: 308 · with a code link: 144 · where Syntology ran a sample: 30 (25 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (30 of 308 tagged: 25 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument)
Page 3 of 4: papers 201 to 300 of 308, 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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EarthquakeNPP: Benchmark Datasets for Earthquake Forecasting with Neural Point Processes27 Sep 2024 0 repositories listed
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Harnessing LLMs for API Interactions: A Framework for Classification and Synthetic Data Generation18 Sep 2024 0 repositories listed
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Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors4 Sep 2024 0 repositories listed
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DiffAge3D: Diffusion-based 3D-aware Face Aging28 Aug 2024 0 repositories listed
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CyberPal.AI: Empowering LLMs with Expert-Driven Cybersecurity Instructions17 Aug 2024 0 repositories listed
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A systematic dataset generation technique applied to data-driven automotive aerodynamics14 Aug 2024 0 repositories listed
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Full-range Head Pose Geometric Data Augmentations2 Aug 2024 0 repositories listed
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On Deep Learning for computing the Dynamic Initial Margin and Margin Value Adjustment23 Jul 2024 0 repositories listed
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AutoVCoder: A Systematic Framework for Automated Verilog Code Generation using LLMs21 Jul 2024 0 repositories listed
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Realistic Surgical Image Dataset Generation Based On 3D Gaussian Splatting20 Jul 2024 0 repositories listed
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LSD3K: A Benchmark for Smoke Removal from Laparoscopic Surgery Images18 Jul 2024 0 repositories listed
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Close the Sim2real Gap via Physically-based Structured Light Synthetic Data Simulation17 Jul 2024 0 repositories listed
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JeDi: Joint-Image Diffusion Models for Finetuning-Free Personalized Text-to-Image Generation8 Jul 2024 0 repositories listed
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Synthetic data: How could it be used for infectious disease research?3 Jul 2024 0 repositories listed
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Channel Modeling Aided Dataset Generation for AI-Enabled CSI Feedback: Advances, Challenges, and Solutions1 Jul 2024 0 repositories listed
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DataFreeShield: Defending Adversarial Attacks without Training Data21 Jun 2024 0 repositories listed
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SEC-QA: A Systematic Evaluation Corpus for Financial QA20 Jun 2024 0 repositories listed
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Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels17 Jun 2024 0 repositories listed
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Federated Learning-based Collaborative Wideband Spectrum Sensing and Scheduling for UAVs in UTM Systems3 Jun 2024 0 repositories listed
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Are You Sure? Rank Them Again: Repeated Ranking For Better Preference Datasets29 May 2024 0 repositories listed
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SynDy: Synthetic Dynamic Dataset Generation Framework for Misinformation Tasks17 May 2024 0 repositories listed
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BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation15 May 2024 0 repositories listed
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Stable Diffusion Dataset Generation for Downstream Classification Tasks4 May 2024 0 repositories listed
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Learning Wireless Data Knowledge Graph for Green Intelligent Communications: Methodology and Experiments16 Apr 2024 0 repositories listed
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Multi-fingered Robotic Hand Grasping in Cluttered Environments through Hand-object Contact Semantic Mapping12 Apr 2024 0 repositories listed
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Generating Synthetic Ground Truth Distributions for Multi-step Trajectory Prediction using Probabilistic Composite Bézier Curves5 Apr 2024 0 repositories listed
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Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning30 Mar 2024 0 repositories listed
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Direct Alignment of Draft Model for Speculative Decoding with Chat-Fine-Tuned LLMs29 Feb 2024 0 repositories listed
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Block and Detail: Scaffolding Sketch-to-Image Generation28 Feb 2024 0 repositories listed
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Deep learning-driven scheduling algorithm for a single machine problem minimizing the total tardiness19 Feb 2024 0 repositories listed
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Accelerating PDE Data Generation via Differential Operator Action in Solution Space4 Feb 2024 0 repositories listed
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Real-time object detection and robotic manipulation for agriculture using a YOLO-based learning approach28 Jan 2024 0 repositories listed
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GTAutoAct: An Automatic Datasets Generation Framework Based on Game Engine Redevelopment for Action Recognition24 Jan 2024 0 repositories listed
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Synthetic data enables faster annotation and robust segmentation for multi-object grasping in clutter24 Jan 2024 0 repositories listed
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FinLLMs: A Framework for Financial Reasoning Dataset Generation with Large Language Models19 Jan 2024 0 repositories listed
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RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture16 Jan 2024 0 repositories listed
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Automatic UAV-based Airport Pavement Inspection Using Mixed Real and Virtual Scenarios11 Jan 2024 0 repositories listed
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Model-Driven Dataset Generation for Data-Driven Battery SOH Models10 Jan 2024 0 repositories listed
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RainSD: Rain Style Diversification Module for Image Synthesis Enhancement using Feature-Level Style Distribution31 Dec 2023 0 repositories listed
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FlowDA: Unsupervised Domain Adaptive Framework for Optical Flow Estimation28 Dec 2023 0 repositories listed
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Fast and Knowledge-Free Deep Learning for General Game Playing (Student Abstract)21 Dec 2023 0 repositories listed
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Large Scale Foundation Models for Intelligent Manufacturing Applications: A Survey11 Dec 2023 0 repositories listed
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A Probabilistic Neural Twin for Treatment Planning in Peripheral Pulmonary Artery Stenosis1 Dec 2023 0 repositories listed
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Diffusion Models for Earth Observation Use-cases: from cloud removal to urban change detection10 Nov 2023 0 repositories listed
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Dialogizer: Context-aware Conversational-QA Dataset Generation from Textual Sources9 Nov 2023 0 repositories listed
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A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization7 Nov 2023 0 repositories listed
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On the Inherent Privacy Properties of Discrete Denoising Diffusion Models24 Oct 2023 0 repositories listed
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AutoHall: Automated Hallucination Dataset Generation for Large Language Models30 Sep 2023 0 repositories listed
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Labeling without Seeing? Blind Annotation for Privacy-Preserving Entity Resolution7 Aug 2023 0 repositories listed
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Around the GLOBE: Numerical Aggregation Question-Answering on Heterogeneous Genealogical Knowledge Graphs with Deep Neural Networks30 Jul 2023 0 repositories listed
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The Big Data Myth: Using Diffusion Models for Dataset Generation to Train Deep Detection Models16 Jun 2023 0 repositories listed
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Diffusion Dataset Generation: Towards Closing the Sim2Real Gap for Pedestrian Detection16 May 2023 0 repositories listed
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Benchmark dataset and instance generator for Real-World Three-Dimensional Bin Packing Problems28 Apr 2023 0 repositories listed
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Synthetic Datasets for Autonomous Driving: A Survey24 Apr 2023 0 repositories listed
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ML-based Approaches for Wireless NLOS Localization: Input Representations and Uncertainty Estimation22 Apr 2023 0 repositories listed
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Cashew dataset generation using augmentation and RaLSGAN and a transfer learning based tinyML approach towards disease detection18 Apr 2023 0 repositories listed
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Generation of artificial facial drug abuse images using Deep De-identified anonymous Dataset augmentation through Genetics Algorithm (3DG-GA)12 Apr 2023 0 repositories listed
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TrainSim: A Railway Simulation Framework for LiDAR and Camera Dataset Generation28 Feb 2023 0 repositories listed
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MVTrans: Multi-View Perception of Transparent Objects22 Feb 2023 0 repositories listed
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MotorFactory: A Blender Add-on for Large Dataset Generation of Small Electric Motors11 Jan 2023 0 repositories listed
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HandsOff: Labeled Dataset Generation With No Additional Human Annotations24 Dec 2022 0 repositories listed
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Visual-tactile Fusion for Transparent Object Grasping in Complex Backgrounds30 Nov 2022 0 repositories listed
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Generative Adversarial Networks for anonymous Acneic face dataset generation8 Nov 2022 0 repositories listed
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Towards a methodology for addressing missingness in datasets, with an application to demographic health datasets5 Nov 2022 0 repositories listed
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Synthetic-to-real Composite Semantic Segmentation in Additive Manufacturing14 Oct 2022 0 repositories listed
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SDW-ASL: A Dynamic System to Generate Large Scale Dataset for Continuous American Sign Language13 Oct 2022 0 repositories listed
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Synthetic Dataset Generation for Privacy-Preserving Machine Learning6 Oct 2022 0 repositories listed
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Transfer learning for self-supervised, blind-spot seismic denoising25 Sep 2022 0 repositories listed
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Comparison of synthetic dataset generation methods for medical intervention rooms using medical clothing detection as an example23 Sep 2022 0 repositories listed
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Conversational QA Dataset Generation with Answer Revision23 Sep 2022 0 repositories listed
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On the Elements of Datasets for Cyber Physical Systems Security17 Aug 2022 0 repositories listed
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Automatic dataset generation for specific object detection16 Jul 2022 0 repositories listed
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Going Beyond RF: How AI-enabled Multimodal Beamforming will Shape the NextG Standard30 Mar 2022 0 repositories listed
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DiSECt: A Differentiable Simulator for Parameter Inference and Control in Robotic Cutting19 Mar 2022 0 repositories listed
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Feasible Low-thrust Trajectory Identification via a Deep Neural Network Classifier10 Feb 2022 0 repositories listed
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Investigating Effect of Dialogue History in Multilingual Task Oriented Dialogue Systems23 Dec 2021 0 repositories listed
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Synthetic Data and Simulators for Recommendation Systems: Current State and Future Directions21 Dec 2021 0 repositories listed
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Artificial Neural Network for Resource Allocation in Laser-based Optical wireless Networks27 Nov 2021 0 repositories listed
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A New Tool for Efficiently Generating Quality Estimation Datasets1 Nov 2021 0 repositories listed
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Deep DIC: Deep Learning-Based Digital Image Correlation for End-to-End Displacement and Strain Measurement26 Oct 2021 0 repositories listed
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Training dataset generation for bridge game registration24 Sep 2021 0 repositories listed
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Application of Deep Learning Methods to SNOMED CT Encoding of Clinical Texts: From Data Collection to Extreme Multi-Label Text-Based Classification1 Sep 2021 0 repositories listed
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Scalable Reverse Image Search Engine for NASAWorldview10 Aug 2021 0 repositories listed
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A Chinese Machine Reading Comprehension Dataset Automatic Generated Based on Knowledge Graph1 Aug 2021 0 repositories listed
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Accelerating Edge Intelligence via Integrated Sensing and Communication20 Jul 2021 0 repositories listed
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Towards Real-World Category-level Articulation Pose Estimation7 May 2021 0 repositories listed
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6 May 2021 0 repositories listed
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Analyzing the Nuances of Transformers' Polynomial Simplification Abilities29 Apr 2021 0 repositories listed
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Wireless Sensing With Deep Spectrogram Network and Primitive Based Autoregressive Hybrid Channel Model21 Apr 2021 0 repositories listed
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Do Transformers Understand Polynomial Simplification?1 Jan 2021 0 repositories listed
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Radar Artifact Labeling Framework (RALF): Method for Plausible Radar Detections in Datasets3 Dec 2020 0 repositories listed
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Exploration of Cross-lingual Summarization for Kannada-EnglishLanguage Pair1 Dec 2020 0 repositories listed
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19 Aug 2020 0 repositories listed
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Synthetic Dataset Generation with Itemset-Based Generative Models13 Jul 2020 0 repositories listed
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Through Fog High-Resolution Imaging Using Millimeter Wave Radar1 Jun 2020 0 repositories listed
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Unsupervised Multi-label Dataset Generation from Web Data12 May 2020 0 repositories listed
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On Deep Learning for Radio Resource Management in A Non-stationary Radio Environment5 May 2020 0 repositories listed
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Synthetic Error Dataset Generation Mimicking Bengali Writing Pattern7 Mar 2020 0 repositories listed
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Cut-and-Paste Dataset Generation for Balancing Domain Gaps in Object Instance Detection26 Sep 2019 0 repositories listed
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Methodology for the Automated Metadata-Based Classification of Incriminating Digital Forensic Artefacts2 Jul 2019 0 repositories listed