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Janet H. Hsiao

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.HC1
ORCID 0000-0003-2271-8710

identity via Semantic Scholar / OpenAlex

most citedExplanation Strategies for Image Classification in Humans vs. Current Explainable AI

1 citations · 2 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2024★ 1 cited

Weakly-supervised Medical Image Segmentation with Gaze Annotations

Yuan Zhong, Chenhui Tang, Yumeng Yang +6

Eye gaze that reveals human observational patterns has increasingly been incorporated into solutions for vision tasks. Despite recent explorations on leveraging gaze to aid deep ne…

cs.CV2023

Human Attention-Guided Explainable Artificial Intelligence for Computer Vision Models

Guoyang Liu, Jindi Zhang, Antoni B. Chan +1

We examined whether embedding human attention knowledge into saliency-based explainable AI (XAI) methods for computer vision models could enhance their plausibility and faithfulnes…

cs.HC2023★ 1 cited

Explanation Strategies for Image Classification in Humans vs. Current Explainable AI

Ruoxi Qi, Yueyuan Zheng, Yi Yang +2

Explainable AI (XAI) methods provide explanations of AI models, but our understanding of how they compare with human explanations remains limited. In image classification, we found…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.