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Text Activation Map Modeling on Information Visualisations

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Description:Previous methods use data-driven fashion to model element-level saliency? In this project, you should devise an attention-driven saliency model on information visualisations, and evaluate your model by comparing your results with state-of-the-art saliency methods.

Supervisor:Yao Wang

Distribution:20% Literature, 60% Implementation, 20% Analysis and Evaluation

Requirements:Experience with PyTorch / Tensorflow.

Literature: Laura E. Matzen, Michael J. Haass, Kristin M. Divis, Zhiyuan Wang and Andrew T. Wilson. 2018. Data Visualization Saliency Model: A Tool for Evaluating Abstract Data Visualizations. IEEE Transactions on Visualization and Computer Graphics, 24:1.

Yao Wang, Mihai B√Ęce, and Andreas Bulling. Scanpath prediction on Information Visualisations. 2023. EEE Transactions on Visualization and Computer Graphics (TVCG), p. 1-12.