most citedExample-Based Concept Analysis Framework for Deep Weather Forecast Models

2 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions

2 papers

cs.AI2025★ 2 cited

Example-Based Concept Analysis Framework for Deep Weather Forecast Models

Soyeon Kim, Junho Choi, Subeen Lee +1

To improve the trustworthiness of an AI model, finding consistent, understandable representations of its inference process is essential. This understanding is particularly importan…

cs.LG2025★ 1 cited

Probing Network Decisions: Capturing Uncertainties and Unveiling Vulnerabilities Without Label Information

Youngju Joung, Sehyun Lee, Jaesik Choi

To improve trust and transparency, it is crucial to be able to interpret the decisions of Deep Neural classifiers (DNNs). Instance-level examinations, such as attribution technique…