Search Results - "Le, Ngan"

Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation by Le, T. Hoang Ngan, Kha Gia Quach, Khoa Luu, Chi Nhan Duong, Savvides, Marios

“…Variational Level Set (LS) has been a widely used method in medical segmentation. However, it is limited when dealing with multi-instance objects in the real…”
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Deep reinforcement learning in computer vision: a comprehensive survey by Le, Ngan, Rathour, Vidhiwar Singh, Yamazaki, Kashu, Luu, Khoa, Savvides, Marios

“…Deep reinforcement learning augments the reinforcement learning framework and utilizes the powerful representation of deep neural networks. Recent works have…”
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Physical Model of Dust Polarization by Radiative Torque Alignment and Disruption and Implications for Grain Internal Structures by Lee, Hyeseung, Hoang, Thiem, Le, Ngan, Cho, Jungyeon

“…Dust polarization depends on mechanical properties of dust as well as on local environments. To understand how dust polarization varies with different…”
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Spiking Neural Networks and Their Applications: A Review by Yamazaki, Kashu, Vo-Ho, Viet-Khoa, Bulsara, Darshan, Le, Ngan

“…The past decade has witnessed the great success of deep neural networks in various domains. However, deep neural networks are very resource-intensive in terms…”
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How Aqueous Solvation Impacts the Frequencies and Intensities of Infrared Absorption Bands in Flavin: The Quest for a Suitable Solvent Model by Le, D P Ngan, Hastings, Gary, Gozem, Samer

“…FTIR spectroscopy accompanied by quantum chemical simulations can reveal important information about molecular structure and intermolecular interactions in the…”
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NAD metabolism: Role in senescence regulation and aging by Chini, Claudia Christiano Silva, Cordeiro, Heidi Soares, Tran, Ngan Le Kim, Chini, Eduardo Nunes

“…The geroscience hypothesis proposes that addressing the biology of aging could directly prevent the onset or mitigate the severity of multiple chronic…”
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sCL-ST: Supervised Contrastive Learning with Semantic Transformations for Multiple Lead ECG Arrhythmia Classification by Le, Duc, Truong, Sang, Brijesh, Patel, Adjeroh, Donald, Le, Ngan

“…The automatic classification of electrocardiogram (ECG) signals has played an important role in cardiovascular diseases diagnosis and prediction. With recent…”
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AOE-Net: Entities Interactions Modeling with Adaptive Attention Mechanism for Temporal Action Proposals Generation by Vo, Khoa, Truong, Sang, Yamazaki, Kashu, Raj, Bhiksha, Tran, Minh-Triet, Le, Ngan

“…Temporal action proposal generation (TAPG) is a challenging task, which requires localizing action intervals in an untrimmed video. Intuitively, we as humans,…”
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Self-management practice of people with epilepsy in Viet Nam and associated factors by Thuy Le, Minh-An, Quynh Le, Ngan, Cong Tran, Thang

“…•The mean score on V-ESMS was moderate, with the lowest in information management.•Higher education levels linked to better self-management scores in…”
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Catalytic reaction system for rapid selective oxidation of alkyl sulphide by Hong Le, Ngan, Han, Yo-han, Jung, Hyunsook, Cho, Joungmo

“…[Display omitted] •Catalytic reaction system of tribromide/nitrate allows a rapid sulfoxidation of CEES.•Addition of acid significantly facilitate activity of…”
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The positive maximum principle on Lie groups by Applebaum, David, Le Ngan, Trang

“…We extend a classical theorem of Courrège to Lie groups in a global setting, thus characterising all linear operators on the space of smooth functions of…”
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Weak solutions of the Landau–Lifshitz–Bloch equation by Le, Kim Ngan

“…The Landau–Lifshitz–Bloch (LLB) equation is a formulation of dynamic micromagnetics valid at all temperatures, treating both the transverse and longitudinal…”
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The MBHBM Project. I. Measurement of the Central Black Hole Mass in Spiral Galaxy NGC 3504 Using Molecular Gas Kinematics by Nguyen, Dieu D., den Brok, Mark, Seth, Anil C., Davis, Timothy A., Greene, Jenny E., Cappellari, Michelle, Jensen, Joseph B., Thater, Sabine, Iguchi, Satoru, Imanishi, Masatoshi, Izumi, Takuma, Nyland, Kristina, Neumayer, Nadine, Nakanishi, Kouichiro, Nguyen, Phuong M., Tsukui, Takafumi, Bureau, Martin, Onishi, Kyoko, Nguyen, Quang L., Le, Ngan M.

“…We present a dynamical mass measurement of the supermassive black hole (SMBH) in the nearby double-barred spiral galaxy NGC 3504 as part of the Measuring Black…”
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Mechanistic insights into efficient peroxymonosulfate activation by NiCo layered double hydroxides by Dung, Nguyen T., Thuy, Bui M., Son, Le T., Ngan, Le V., Thao, Vu D., Takahashi, Mari, Maenosono, Shinya, Thu, Tran V.

“…The efficient removal of organic refractory pollutants such as dyes and antibiotics in wastewater is crucial for protecting the environment and human health…”
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Mechanistic reaction model for oxidation of sulfur mustard simulant by a catalytic system of nitrate and tribromide by Le, Ngan Hong, Han, Yo-han, Ryu, Sam Gon, Cho, Joungmo

“…[Display omitted] •A new metal- and acid-free catalytic system is designed to selectively oxidize CEES.•Tribromide and nitrate exhibits a superior catalytic…”
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3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation by Tran, Minh, Vo-Ho, Viet-Khoa, Le, Ngan T.H.

“…Convolutional Neural Networks (CNNs) have achieved promising results in medical image segmentation. However, CNNs require lots of training data and are…”
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CarcassFormer: an end-to-end transformer-based framework for simultaneous localization, segmentation and classification of poultry carcass defect by Tran, Minh, Truong, Sang, Fernandes, Arthur F.A., Kidd, Michael T., Le, Ngan

“…In the food industry, assessing the quality of poultry carcasses during processing is a crucial step. This study proposes an effective approach for automating…”
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Hybrid simulation modelling of networks of heterogeneous care homes and the inter-facility spread of Covid-19 by sharing staff by Nguyen, Le Khanh Ngan, Megiddo, Itamar, Howick, Susan

“…Although system dynamics [SD] and agent-based modelling [ABM] have individually served as effective tools to understand the Covid-19 dynamics, combining these…”
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(2+1)D Distilled ShuffleNet: A Lightweight Unsupervised Distillation Network for Human Action Recognition by Vu, Duc-Quang, Le, Ngan T.H., Wang, Jia-Ching

“…While most existing deep neural networks (DNN) architectures are proposed for increasing performance, they also raise overall model complexity. However,…”
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Choice of climate risk adaptive measures in shrimp farming—A case study from the Mekong, Vietnam by Le, Ngan Thi Thanh, Armstrong, Claire W.

“…Extreme climate events challenge the livelihoods of shrimp farmers worldwide. A comprehensive analysis of farmers’ choices of adaptive measures is essential…”
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