13 citations · 13 across the 2 of their papers we have counts for
3 papers
cs.RO2026
Natural State-Prediction Accuracy can Hide Weak Controlled Responsiveness in VLA Readouts
Hyungjoon Kim, Wonbin Son, Mi Young Lee +2
Accurately decoding object states from the internal representations of vision-language-action (VLA) models does not establish that the predictions respond faithfully to changes in…
cs.CV2026
When Do Frozen VLMs Respond to Image-Free Object-Token Edits? An Answer-Key-Free Protocol and What It Reveals
Wonbin Son, Gyumun Choi, Junil Seo +3
Answering what-if queries about a scene with a VLM usually means injecting the assumption as text or repainting the scene with a generative model. We instead move the edit to the r…
cs.LG2023★ 13 cited
Machine Learning Based Missing Values Imputation in Categorical Datasets
Muhammad Ishaq, Sana Zahir, Laila Iftikhar +3
In order to predict and fill in the gaps in categorical datasets, this research looked into the use of machine learning algorithms. The emphasis was on ensemble models constructed…