3 papers
cs.CV2026
EA-Swin: An Embedding-Agnostic Swin Transformer for AI-Generated Video Detection
Hung Mai, Loi Dinh, Duc Hai Nguyen +6
Recent advances in foundation video generators such as Sora2, Veo3, and other commercial systems have produced highly realistic synthetic videos, exposing the limitations of existi…
stat.ME2026
Change-in-velocity detection for multidimensional data
Linh Do, Dat Do, Keisha J. Cook +2
In this work, we introduce CPLASS (Continuous Piecewise-Linear Approximation via Stochastic Search), an algorithm for detecting changes in velocity within multidimensional data. Th…
math.ST2025
Dirichlet moment tensors and the correspondence between admixture and mixture of product models
Dat Do, Sunrit Chakraborty, Jonathan Terhorst +1
Understanding posterior contraction behavior in Bayesian hierarchical models is of fundamental importance, but progress in this question is relatively sparse in comparison to the t…