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math.ST2026
Consistency of penalized maximum likelihood estimation for multidimensional change-in-velocity detection
Linh Do, Dat Do, Scott A. McKinley
We establish statistical consistency for the penalized maximum-likelihood estimator underlying CPLASS, a method for detecting changes in velocity in -dimensional time-series dat…
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…