3 papers
math.ST2026
Subsampling Confidence Bound for Persistent Diagram via Time-delay Embedding
Donghyun Park, Junhyun An, Taehyoung Kim +1
Time-delay embedding is a fundamental technique in Topological Data Analysis (TDA) for reconstructing the phase space dynamics of time-series data. Persistent homology effectively…
stat.ME2025
FDR Control via Neural Networks under Covariate-Dependent Symmetric Nulls
Taehyoung Kim, Seohwa Hwang, Junyong Park
In modern multiple hypothesis testing, the availability of covariate information alongside the primary test statistics has motivated the development of more powerful and adaptive i…
cs.CV2025
High Temporal Consistency through Semantic Similarity Propagation in Semi-Supervised Video Semantic Segmentation for Autonomous Flight
Cédric Vincent, Taehyoung Kim, Henri MeeÃ
Semantic segmentation from RGB cameras is essential to the perception of autonomous flying vehicles. The stability of predictions through the captured videos is paramount to their…