34 citations · 260 across the 69 of their papers we have counts for
5 papers · 1 filter
Image Alignment in Unseen Domains via Domain Deep Generalization
Thanh-Dat Truong, Khoa Luu, Chi Nhan Duong +2
Image alignment across domains has recently become one of the realistic and popular topics in the research community. In this problem, a deep learning-based image alignment method…
ShrinkTeaNet: Million-scale Lightweight Face Recognition via Shrinking Teacher-Student Networks
Chi Nhan Duong, Khoa Luu, Kha Gia Quach +1
Large-scale face recognition in-the-wild has been recently achieved matured performance in many real work applications. However, such systems are built on GPU platforms and mostly…
Domain Generalization via Universal Non-volume Preserving Models
Thanh-Dat Truong, Chi Nhan Duong, Khoa Luu +2
Recognition across domains has recently become an active topic in the research community. However, it has been largely overlooked in the problem of recognition in new unseen domain…
Defining Quantum Neural Networks via Quantum Time Evolution
Aditya Dendukuri, Blake Keeling, Arash Fereidouni +3
This work presents a novel fundamental algorithm for for defining and training Neural Networks in Quantum Information based on time evolution and the Hamiltonian. Classical Neural…
Fast Flow Reconstruction via Robust Invertible nxn Convolution
Thanh-Dat Truong, Khoa Luu, Chi Nhan Duong +2
Flow-based generative models have recently become one of the most efficient approaches to model data generation. Indeed, they are constructed with a sequence of invertible and trac…