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Data Visualization
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
An Empirical Study of Bugs in Data Visualization Libraries
VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation
Learning-based density-equalizing map
Mapping correlations and coherence: adjacency-based approach to data visualization and regularity discovery
CHART-6: Human-Centered Evaluation of Data Visualization Understanding in Vision-Language Models
NOMAD Projection
A Study of Data-driven Methods for Inventory Optimization
Data Therapist: Eliciting Domain Knowledge from Subject Matter Experts Using Large Language Models
Ascribe New Dimensions to Scientific Data Visualization with VR
See or Recall: A Sanity Check for the Role of Vision in Solving Visualization Question Answer Tasks with Multimodal LLMs
Machine Learning Reveals Composition Dependent Thermal Stability in Halide Perovskites
OLAF: An Open Life Science Analysis Framework for Conversational Bioinformatics Powered by Large Language Models
Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language Models
Bayesian generative models can flag performance loss, bias, and out-of-distribution image content
Enhanced High-Dimensional Data Visualization through Adaptive Multi-Scale Manifold Embedding
Bizard: A Community-Driven Platform for Accelerating and Enhancing Biomedical Data Visualization
To Vaccinate or not to Vaccinate? Analyzing $\mathbb{X}$ Power over the Pandemic
Merging Hazy Sets with m-Schemes: A Geometric Approach to Data Visualization
Random Forest Autoencoders for Guided Representation Learning
Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization
Boosting of Classification Models with Human-in-the-Loop Computational Visual Knowledge Discovery
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow
PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback
Synthetic Artifact Auditing: Tracing LLM-Generated Synthetic Data Usage in Downstream Applications
Unlocking the Potential: A Novel Tool for Assessing Untapped Micro-Pumped Hydro Energy Storage Systems in Michigan
Automating Date Format Detection for Data Visualization
FaultExplainer: Leveraging Large Language Models for Interpretable Fault Detection and Diagnosis
Federated t-SNE and UMAP for Distributed Data Visualization
A novel robust integrating method by high-order proximity for self-supervised attribute network embedding
Towards Automated Cross-domain Exploratory Data Analysis through Large Language Models
Chain-of-Programming (CoP) : Empowering Large Language Models for Geospatial Code Generation
Attraction-Repulsion Swarming: A Generalized Framework of t-SNE via Force Normalization and Tunable Interactions
Understanding Graphical Perception in Data Visualization through Zero-shot Prompting of Vision-Language Models
Diceplot: A package for high dimensional categorical data visualization
Alternatives of Unsupervised Representations of Variables on the Latent Space
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.