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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–300 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
Synthetic Dataset Generation of Driver TelematicsCode0
Do Transformers Understand Polynomial Simplification?—0
Radar Artifact Labeling Framework (RALF): Method for Plausible Radar Detections in Datasets—0
Exploration of Cross-lingual Summarization for Kannada-EnglishLanguage Pair—0
Exploring the Impacts from Datasets to Monocular Depth Estimation (MDE) Models with MineNavi—0
Synthetic Dataset Generation with Itemset-Based Generative Models—0
Through Fog High-Resolution Imaging Using Millimeter Wave Radar—0
Learning Camera Miscalibration DetectionCode0
Unsupervised Multi-label Dataset Generation from Web Data—0
On Deep Learning for Radio Resource Management in A Non-stationary Radio Environment—0
Private Dataset Generation Using Privacy Preserving Collaborative LearningCode0
Synthetic Error Dataset Generation Mimicking Bengali Writing Pattern—0
Smart Home Appliances: Chat with Your FridgeCode0
Face Manifold: Manifold Learning for Synthetic Face GenerationCode0
Cut-and-Paste Dataset Generation for Balancing Domain Gaps in Object Instance Detection—0
Synthetic dataset generation for object-to-model deep learning in industrial applicationsCode0
Learning to Propagate for Graph Meta-LearningCode0
GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative ModelsCode0
Methodology for the Automated Metadata-Based Classification of Incriminating Digital Forensic Artefacts—0
Selection of Waveform Parameters Using Machine Learning for 5G and Beyond—0
Rethinking Table Recognition using Graph Neural NetworksCode0
LeagueAI: Improving object detector performance and flexibility through automatically generated training data and domain randomizationCode0
Fonts-2-Handwriting: A Seed-Augment-Train framework for universal digit classificationCode0
Boundary Aware Multi-Focus Image Fusion Using Deep Neural Network—0
A Seed-Augment-Train Framework for Universal Digit Classification—0
Show:102550
← PrevPage 6 of 7Next →

No leaderboard results yet.