Text-guided image-to-sketch diffusion models

A Ke, YJ Huang, J Yang, B Cai - Knowledge-Based Systems, 2024 - Elsevier
Recently, with the continuous advancement of deep learning techniques, research on sketch
synthesis has been progressing. However, existing methods still face challenges in …

Enhance Sketch Recognition's Explainability via Semantic Component-Level Parsing

G Zhu, S Wang, T Wu, L Zhang - … of the AAAI Conference on Artificial …, 2024 - ojs.aaai.org
Free-hand sketches are appealing for humans as a universal tool to depict the visual world.
Humans can recognize varied sketches of a category easily by identifying the concurrence …

A Trustworthy Counterfactual Explanation Method With Latent Space Smoothing

Y Li, X Cai, C Wu, X Lin, G Cao - IEEE Transactions on Image …, 2024 - ieeexplore.ieee.org
Despite the large-scale adoption of Artificial Intelligence (AI) models in healthcare, there is
an urgent need for trustworthy tools to rigorously backtrack the model decisions so that they …