Results 1 to 10 of about 2,234,046 (46)
Visual attention network [PDF]
Computational Visual Media, 2022 While originally designed for natural language processing tasks, the self-attention mechanism has recently taken various computer vision areas by storm.
Meng-Hao Guo +4 more
semanticscholar +1 more source
Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion [PDF]
Visual .., 2023 Diffusion-based generative models’ impressive ability to create convincing images has garnered global attention. However, their complex structures and operations often pose challenges for non-experts to grasp.
Seongmin Lee +9 more
semanticscholar +1 more source
AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model Validation [PDF]
Visual .., 2021 Rapid improvements in the performance of machine learning models have pushed them to the forefront of data-driven decision-making. Meanwhile, the increased integration of these models into various application domains has further highlighted the need for ...
Oscar Gomez +3 more
semanticscholar +1 more source
A survey of visual analytics techniques for machine learning [PDF]
Computational Visual Media, 2020 Visual analytics for machine learning has recently evolved as one of the most exciting areas in the field of visualization. To better identify which research topics are promising and to learn how to apply relevant techniques in visual analytics, we ...
Jun Yuan +5 more
semanticscholar +1 more source
Peran Elemen Visual Sebagai Strategi Komunikasi Pemasaran Pada Kemasan Produk
Journal of Computer Science and Visual Communication Design, 2023 Persaingan pasar yang semakin ketat menuntut produsen sebagai komunikator untuk melakukan berbagai strategi komunikasi agar produknya selalu diingat dan menjadi pilihan konsumen sebagai komunikan.
Susilawati +7 more
semanticscholar +1 more source
A survey of urban visual analytics: Advances and future directions
Computational Visual Media, 2022 Developing effective visual analytics systems demands care in characterization of domain problems and integration of visualization techniques and computational models.
Zikun Deng +5 more
semanticscholar +1 more source
Transformers in computational visual media: A survey
Computational Visual Media, 2021 Transformers, the dominant architecture for natural language processing, have also recently attracted much attention from computational visual media researchers due to their capacity for long-range representation and high performance.
Yifan Xu +9 more
semanticscholar +1 more source
A theoretical model for pattern discovery in visual analytics
Visual Informatics, 2021 The word ‘pattern’ frequently appears in the visualisation and visual analytics literature, but what do we mean when we talk about patterns? We propose a practicable definition of the concept of a pattern in a data distribution as a combination of ...
N. Andrienko +4 more
semanticscholar +1 more source
Towards better analysis of machine learning models: A visual analytics perspective [PDF]
Visual Informatics, 2017 Interactive model analysis, the process of understanding, diagnosing, and refining a machine learning model with the help of interactive visualization, is very important for users to efficiently solve real-world artificial intelligence and data mining ...
Shixia Liu +3 more
semanticscholar +1 more source
Exploring the Capability of LLMs in Performing Low-Level Visual Analytic Tasks on SVG Data Visualizations [PDF]
Visual ..Data visualizations help extract insights from datasets, but reaching these insights requires decomposing high level goals into low-level analytic tasks that can be complex due to varying degrees of data literacy and visualization experience.
Zhongzhen Xu, Emily Wall
semanticscholar +1 more source