Papers Data Interaction
“Data Interaction” 태그가 달린 논문 21편 · 필터 해제
Towards user-centered interactive medical image segmentation in VR with an assistive AI agent
Crucial in disease analysis and surgical planning, manual segmentation of volumetric medical scans (e.g. MRI, CT) is laborious, error-prone, and challenging to master, while fully automatic algorithms can benefit from us…
AI AgentData InteractionImage SegmentationMedical Image Segmentation+2Minimizing Risk Through Minimizing Model-Data Interaction: A Protocol For Relying on Proxy Tasks When Designing Child Sexual Abuse Imagery Detection Models
The distribution of child sexual abuse imagery (CSAI) is an ever-growing concern of our modern world; children who suffered from this heinous crime are revictimized, and the growing amount of illegal imagery distributed …
Data InteractionScene ClassificationCrab: A Unified Audio-Visual Scene Understanding Model with Explicit Cooperation
In recent years, numerous tasks have been proposed to encourage model to develop specified capability in understanding audio-visual scene, primarily categorized into temporal localization, spatial localization, spatio-te…
Data InteractionScene UnderstandingTemporal LocalizationUIEMulti-Agent Actor-Critic Generative AI for Query Resolution and Analysis
In this paper, we introduce MASQRAD (Multi-Agent Strategic Query Resolution and Diagnostic tool), a transformative framework for query resolution based on the actor-critic model, which utilizes multiple generative AI age…
Data InteractionDiagnosticContinuous-Aperture Array Based OAM High-Capacity Communication For Metaverse
The extensive data interaction demands of an immersive metaverse necessitate the adoption of emerging technologies to enable high-capacity communication. Vortex electromagnetic waves with different orbital angular moment…
Data InteractionAugmenting a Large Language Model with a Combination of Text and Visual Data for Conversational Visualization of Global Geospatial Data
We present a method for augmenting a Large Language Model (LLM) with a combination of text and visual data to enable accurate question answering in visualization of scientific data, making conversational visualization po…
Data InteractionDescriptiveLanguage ModelingLanguage Modelling+2Blockchain-Enabled Variational Information Bottleneck for Data Extraction Based on Mutual Information in Internet of Vehicles
The Internet of Vehicles (IoV) network can address the issue of limited computing resources and data processing capabilities of individual vehicles, but it also brings the risk of privacy leakage to vehicle users. Applyi…
Data CompressionData InteractionStochastic Real-Time Economic Dispatch for Integrated Electric and Gas Systems Considering Uncertainty Propagation and Pipeline Leakage
Gas-fired units (GFUs) with rapid regulation capabilities are considered an effective tool to mitigate fluctuations in the generation of renewable energy sources and have coupled electricity power systems (EPSs) and natu…
Data InteractionStochastic OptimizationDemonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models
The recent breakthroughs in large language models (LLMs) are positioned to transition many areas of software. The technologies of interacting with data particularly have an important entanglement with LLMs as efficient a…
Data InteractionText to SQLText-To-SQLContextual Chart Generation for Cyber Deception
Honeyfiles are security assets designed to attract and detect intruders on compromised systems. Honeyfiles are a type of honeypot that mimic real, sensitive documents, creating the illusion of the presence of valuable da…
Data InteractionImage GenerationText GenerationMeta Prompting for AI Systems
In this work, we present a comprehensive study of Meta Prompting (MP), an innovative technique reshaping the utilization of language models (LMs) and AI systems in problem-solving and data interaction. Grounded in type t…
Data InteractionGSM8KLanguage ModelingLanguage Modelling+1Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey
The emergence of natural language processing has revolutionized the way users interact with tabular data, enabling a shift from traditional query languages and manual plotting to more intuitive, language-based interfaces…
Data InteractionData VisualizationNatural Language QueriesSemantic Parsing+3TRIVEA: Transparent Ranking Interpretation using Visual Explanation of Black-Box Algorithmic Rankers
Ranking schemes drive many real-world decisions, like, where to study, whom to hire, what to buy, etc. Many of these decisions often come with high consequences. For example, a university can be deemed less prestigious i…
AttributeData InteractionLearning-To-RankMulti-Agent Reinforcement Learning Resources Allocation Method Using Dueling Double Deep Q-Network in Vehicular Networks
The communications between vehicle-to-vehicle (V2V) with high frequency, group sending, group receiving and periodic lead to serious collision of wireless resources and limited system capacity, and the rapid channel chan…
Data InteractionMulti-agent Reinforcement LearningReinforcement Learning (RL)Optimizing Data Shapley Interaction Calculation from O(2^n) to O(t n^2) for KNN models
With the rapid growth of data availability and usage, quantifying the added value of each training data point has become a crucial process in the field of artificial intelligence. The Shapley values have been recognized …
Data InteractionData ValuationImproved Nonlinear Transform Source-Channel Coding to Catalyze Semantic Communications
Recent deep learning methods have led to increased interest in solving high-efficiency end-to-end transmission problems. These methods, we call nonlinear transform source-channel coding (NTSCC), extract the semantic late…
Data InteractionA Unified Comparison of User Modeling Techniques for Predicting Data Interaction and Detecting Exploration Bias
The visual analytics community has proposed several user modeling algorithms to capture and analyze users' interaction behavior in order to assist users in data exploration and insight generation. For example, some can d…
Bias DetectionData InteractionSim2real for Reinforcement Learning Driven Next Generation Networks
The next generation of networks will actively embrace artificial intelligence (AI) and machine learning (ML) technologies for automation networks and optimal network operation strategies. The emerging network structure r…
Data Interactionreinforcement-learningReinforcement LearningReinforcement Learning (RL)Topology Design for GNSSs Considering Both Inter-satellite Links and Ground-satellite Links
Inter-satellite links (ISLs) are adopted in global navigation satellite systems (GNSSs) for high-precision orbit determination and space-based end-to-end telemetry telecommand control and communications. Due to limited o…
Data InteractionManagementDeep Learning Development Environment in Virtual Reality
Virtual reality (VR) offers immersive visualization and intuitive interaction. We leverage VR to enable any biomedical professional to deploy a deep learning (DL) model for image classification. While DL models can be po…
Data InteractionDeep Learningimage-classificationImage Classification