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 251–275 of 308 papers

TitleStatusHype
On the Elements of Datasets for Cyber Physical Systems Security—0
Semantic Segmentation for Autonomous Driving: Model Evaluation, Dataset Generation, Perspective Comparison, and Real-Time CapabilityCode0
Automatic dataset generation for specific object detection—0
A universal synthetic dataset for machine learning on spectroscopic dataCode0
Bias Reduction via Cooperative Bargaining in Synthetic Graph Dataset GenerationCode0
Going Beyond RF: How AI-enabled Multimodal Beamforming will Shape the NextG Standard—0
DiSECt: A Differentiable Simulator for Parameter Inference and Control in Robotic Cutting—0
Closing the Loop: A Framework for Trustworthy Machine Learning in Power SystemsCode0
A Semi-Synthetic Dataset Generation Framework for Causal Inference in Recommender SystemsCode0
Feasible Low-thrust Trajectory Identification via a Deep Neural Network Classifier—0
ADG-Pose: Automated Dataset Generation for Real-World Human Pose EstimationCode0
Investigating Effect of Dialogue History in Multilingual Task Oriented Dialogue Systems—0
Synthetic Data and Simulators for Recommendation Systems: Current State and Future Directions—0
Artificial Neural Network for Resource Allocation in Laser-based Optical wireless Networks—0
A New Tool for Efficiently Generating Quality Estimation Datasets—0
Deep DIC: Deep Learning-Based Digital Image Correlation for End-to-End Displacement and Strain Measurement—0
Training dataset generation for bridge game registration—0
Application of Deep Learning Methods to SNOMED CT Encoding of Clinical Texts: From Data Collection to Extreme Multi-Label Text-Based Classification—0
Scalable Reverse Image Search Engine for NASAWorldview—0
A Chinese Machine Reading Comprehension Dataset Automatic Generated Based on Knowledge Graph—0
Accelerating Edge Intelligence via Integrated Sensing and Communication—0
Towards Real-World Category-level Articulation Pose Estimation—0
USM-SED - A Dataset for Polyphonic Sound Event Detection in Urban Sound Monitoring Scenarios—0
Analyzing the Nuances of Transformers' Polynomial Simplification Abilities—0
Wireless Sensing With Deep Spectrogram Network and Primitive Based Autoregressive Hybrid Channel Model—0
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