no code implementations • ICCV 2023 • Hung Tran, Vuong Le, Svetha Venkatesh, Truyen Tran
To bridge that gap, this work proposes to model two concurrent mechanisms that jointly control human motion: the Persistent process that runs continually on the global scale, and the Transient sub-processes that operate intermittently on the local context of the human while interacting with objects.
no code implementations • 4 Jul 2023 • Vu-Duc Ngo, Tuan-Cuong Vuong, Thien Van Luong, Hung Tran
However, the feature extraction method is much more reliable than its selection counterpart, particularly when K is very small, such as K = 4.
no code implementations • 7 Jun 2023 • Hung Tran, Tien Mai
In this paper, to address this, we propose a random utility maximization (RUM) based model that considers each subset of choice alternatives as a composite alternative, where individuals choose a subset according to the RUM framework.
no code implementations • 21 Apr 2022 • Hung Tran, Vuong Le, Svetha Venkatesh, Truyen Tran
We propose to model the persistent-transient duality in human behavior using a parent-child multi-channel neural network, which features a parent persistent channel that manages the global dynamics and children transient channels that are initiated and terminated on-demand to handle detailed interactive actions.
no code implementations • 5 Nov 2020 • Hung Tran, Vuong Le, Truyen Tran
We design Goal-driven Trajectory Prediction model - a dual-channel neural network that realizes such intuition.
no code implementations • 15 Dec 2019 • Anthony Gruber, Magdalena Toda, Hung Tran
This article investigates stationary surfaces with boundaries, which arise as the critical points of functionals dependent on curvature.
Differential Geometry Primary 53A05, Secondary 53A10, 53C40, 53C42