Kien Nguyen

Experience Shapes Early Noun Comprehension from 8-18 Months: The Roles of Word Frequency and Referent Familiarity

Elika Bergelson, Kien Nguyen, Lily Zihui Zhu

Ilov3Splat: Instance-Level Open-Vocabulary 3D Scene Understanding in Gaussian Splatting

Nguyen Binh Long, Kien Nguyen, Sridha Sridharan, Clinton Fookes et autres

au (code pays fourni par la source)

Mining-Gym: A configurable RL benchmarking environment for open-pit truck dispatch optimization

Chayan Banerjee, Kien Nguyen, Clinton Fookes

Aerial-Ground Video-Based Person Re-Identification With Neural ODE-Enhanced Fusion

Huy Nguyen, Kien Nguyen, Akila Pemasiri, Clinton Fookes et autres

Person re-identification (Re-ID) across visible and infrared modalities is crucial for 24-hour surveillance systems, but existing datasets primarily focus on ground-level perspectives. While ground-based IR systems offer nighttime capabilities, they suffer from occlusions, limited coverage, and vulnerability to obstructions—problems that aerial perspectives …

au (code pays fourni par la source)

NF-DCL: Enhancing video anomaly detection with synthetic normal features and Debiased Contrastive Learning

Nga Nguyen, Kien Nguyen, Cong Tran, Cuong Pham

vn (code pays fourni par la source)

Distributed Seasonal Temporal Pattern Mining

Van Ho-Long, Nguyen Ho, Anh-Vu Dinh-Duc, Ha Manh Tran et autres

vn, us, mm, au (code pays fourni par la source)

Physics-Constrained Attention Recovers Urban Thermal Diffusivity from Aerial Imagery for Land Surface Temperature Prediction

Abdulrazzaq Shaamala, Tan Yigitcanlar, Clinton Fookes, Kien Nguyen

au (code pays fourni par la source)

Word predictability estimates from language models are not robust to tokenizer vocabulary

Kien Nguyen, Suhas Arehalli

Much recent work has been interested in modeling language processing using measures of predictability estimated from pretrained language models.These models, however, are primarily built as language technologies rather than cognitive models, and make many design choices that may align poorly with theories …

us (code pays fourni par la source)

Counterfactual Consistency in Deep Urban Thermal Modelling: Evaluating the Reliability of Model-Implied Tree-Cooling Effects

Abdulrazzaq Shaamala, Tan Yiğitcanlar, Kien Nguyen, Clinton Fookes

au (code pays fourni par la source)

Design and characterization of 4D-710, an aerosolized gene therapy for cystic fibrosis lung disease

Melissa A. Calton, Roxanne H Croze, Sara Collins, Sarah Tucker et autres

Cystic fibrosis (CF) is an autosomal recessive disease caused by variants in the gene encoding the CF transmembrane conductance regulator (CFTR) protein. Delivery of a functional CFTR transgene to airway epithelial cells (AEC) offers the potential to provide durable restoration of normal …

us (code pays fourni par la source)

Person Recognition in Aerial Surveillance: A Decade Survey

Kien Nguyen, Feng Liu, Clinton Fookes, Sridha Sridharan et autres

The rapid emergence of airborne platforms and imaging sensors is enabling new forms of aerial surveillance due to their unprecedented advantages in scale, mobility, deployment, and covert observation capabilities. This paper provides a comprehensive overview of 150+ papers over the last 10 …

au, us (code pays fourni par la source)

Physics-Informed Operator Learning for Hemodynamic Modeling

Ryan Chappell, Chayan Banerjee, Kien Nguyen, Clinton Fookes

Accurate modeling of personalized cardiovascular dynamics is crucial for non-invasive monitoring and therapy planning. State-of-the-art physics-informed neural network (PINN) approaches employ deep, multi-branch architectures with adversarial or contrastive objectives to enforce partial differential equation constraints. While effective, these enhancements introduce significant training …