SOTAVerified

Dataset Generation

The task involves enhancing the training of target application (e.g. autonomous driving systems) by generating datasets of diverse and critical elements (e.g. traffic scenarios). Traditional methods rely on expensive and limited datasets, which often fail to capture rare but essential situations that can pose risks during testing.

Papers

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Showing 176–200 of 308 papers

TitleStatusHype
Accelerating PDE Data Generation via Differential Operator Action in Solution Space—0
Measuring and Mitigating Hallucinations in Vision-Language Dataset Generation for Remote Sensing—0
Methodology for the Automated Metadata-Based Classification of Incriminating Digital Forensic Artefacts—0
Exploring the Impacts from Datasets to Monocular Depth Estimation (MDE) Models with MineNavi—0
MirrorVerse: Pushing Diffusion Models to Realistically Reflect the World—0
Towards Real-World Category-level Articulation Pose Estimation—0
BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation—0
ML-based Approaches for Wireless NLOS Localization: Input Representations and Uncertainty Estimation—0
Model-Driven Dataset Generation for Data-Driven Battery SOH Models—0
Behavioral Entropy-Guided Dataset Generation for Offline Reinforcement Learning—0
MotorFactory: A Blender Add-on for Large Dataset Generation of Small Electric Motors—0
Movie2Story: A framework for understanding videos and telling stories in the form of novel text—0
Cut-and-Paste Dataset Generation for Balancing Domain Gaps in Object Instance Detection—0
Multi-Domain ABSA Conversation Dataset Generation via LLMs for Real-World Evaluation and Model Comparison—0
Multi-fingered Robotic Hand Grasping in Cluttered Environments through Hand-object Contact Semantic Mapping—0
MultiFloodSynth: Multi-Annotated Flood Synthetic Dataset Generation—0
MVTrans: Multi-View Perception of Transparent Objects—0
Neural Error Covariance Estimation for Precise LiDAR Localization—0
AutoVCoder: A Systematic Framework for Automated Verilog Code Generation using LLMs—0
Neuro-Symbolic Scene Graph Conditioning for Synthetic Image Dataset Generation—0
Visual-tactile Fusion for Transparent Object Grasping in Complex Backgrounds—0
Accelerating Edge Intelligence via Integrated Sensing and Communication—0
Autonomous Self-Trained Channel State Prediction Method for mmWave Vehicular Communications—0
On Deep Learning for computing the Dynamic Initial Margin and Margin Value Adjustment—0
On Deep Learning for Radio Resource Management in A Non-stationary Radio Environment—0
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