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- extended-abstractOctober 2024
HAID: Human-AI Interaction for Dementia Care
- Yong Ma,
- Yuchong Zhang,
- Di Fu,
- Mahya Jahanshahikhabisi,
- Andrii Matviienko,
- Miroslav Bachinski,
- Morten Fjeld,
- Danica Kragic
NordiCHI '24 Adjunct: Adjunct Proceedings of the 2024 Nordic Conference on Human-Computer InteractionArticle No.: 54, Pages 1–4https://doi.org/10.1145/3677045.3685469Caring for individuals living with dementia can be a challenging and emotionally taxing experience, especially for caregivers who are often spouses or partners. Many caregivers lack prior experience in providing care and would greatly benefit from ...
- extended-abstractSeptember 2024
Vision Beyond Boundaries: An Initial Design Space of Domain-specific Large Vision Models in Human-robot Interaction
MobileHCI '24 Adjunct: Adjunct Proceedings of the 26th International Conference on Mobile Human-Computer InteractionArticle No.: 9, Pages 1–8https://doi.org/10.1145/3640471.3680244The emergence of large vision models (LVMs) is following in the footsteps of the recent prosperity of Large Language Models (LLMs) in following years. However, there’s a noticeable gap in structured research applying LVMs to human-robot interaction (HRI)...
- ArticleJune 2024
Will You Participate? Exploring the Potential of Robotics Competitions on Human-Centric Topics
AbstractThis paper presents findings from an exploratory needfinding study investigating the research current status and potential participation of the competitions on the robotics community towards four human-centric topics: safety, privacy, ...
- short-paperJune 2024
Understanding Dementia Speech: Towards an Adaptive Voice Assistant for Enhanced Communication
EICS '24 Companion: Companion Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive Computing SystemsPages 15–21https://doi.org/10.1145/3660515.3661326Dementia poses significant challenges to individuals, particularly those grappling with Alzheimer’s disease, impacting their daily lives, well-being, and communication. The task of enhancing communication for People with Dementia (PwD) has grown ...
- research-articleJanuary 2024
A Continuous Time Framework for Sequential Goal-Based Wealth Management
Management Science (MANS), Volume 70, Issue 11Pages 7664–7691https://doi.org/10.1287/mnsc.2022.02047We develop a continuous time framework for sequential goals-based wealth management. A stochastic factor process drives asset price dynamics and the client’s goal amount and income. We prove the weak dynamic programming principle for the value function of ...
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- research-articleFebruary 2024
Emotion-Aware Voice Assistants: Design, Implementation, and Preliminary Insights
CHCHI '23: Proceedings of the Eleventh International Symposium of Chinese CHIPages 527–532https://doi.org/10.1145/3629606.3629665The increasing prevalence of voice assistants in daily life has transformed human-technology interaction. However, current voice assistants fall short in their ability to comprehend users’ emotional states through speech and respond empathetically. This ...
- ArticleAugust 2023
Playing with Data: An Augmented Reality Approach to Interact with Visualizations of Industrial Process Tomography
AbstractIndustrial process tomography (IPT) is a specialized imaging technique widely used in industrial scenarios for process supervision and control. Today, augmented/mixed reality (AR/MR) is increasingly being adopted in many industrial occasions, even ...
- ArticleJuly 2023
Is Industrial Tomography Ready for Augmented Reality? A Need-Finding Study of How Augmented Reality Can Be Adopted by Industrial Tomography Experts
AbstractAugmented Reality (AR) has grown into a well-established technique with a compelling potential for interactive visualization. In spite of its clear potential, this novel tool has not yet been widely embraced as an industrial solution. In this ...
- research-articleJune 2023
Virtuality or Physicality? Supporting Memorization Through Augmented Reality Gamification
EICS '23 Companion: Companion Proceedings of the 2023 ACM SIGCHI Symposium on Engineering Interactive Computing SystemsPages 53–58https://doi.org/10.1145/3596454.3597183Augmented reality (AR) is evolving to become a pervasive tool for interacting with virtual objects. We conducted a comparative study to explore the impact of virtuality and physicality in supporting human memorization through gamification. A head-...
- research-articleMay 2023
Mean Field Contest with Singularity
Mathematics of Operations Research (MOOR), Volume 48, Issue 2Pages 1095–1118https://doi.org/10.1287/moor.2022.1297We formulate a mean field game where each player stops a privately observed Brownian motion with absorption. Players are ranked according to their level of stopping and rewarded as a function of their relative rank. There is a unique mean field ...
- research-articleMarch 2024
GANs as gradient flows that converge
The Journal of Machine Learning Research (JMLR), Volume 24, Issue 1Article No.: 217, Pages 10339–10378This paper approaches the unsupervised learning problem by gradient descent in the space of probability density functions. A main result shows that along the gradient flow induced by a distribution-dependent ordinary differential equation (ODE), the ...
- posterDecember 2022
An Initial Exploration of Visual Cues in Head-Mounted Display Augmented Reality for Book Searching
MUM '22: Proceedings of the 21st International Conference on Mobile and Ubiquitous MultimediaPages 273–275https://doi.org/10.1145/3568444.3570600Augmented reality (AR) is today becoming more widely utilized as it allows for interacting with the virtual objects. In this study, we propose an head-mounted display (HMD) AR system supporting book searching with visual cues. The visual cue is ...
- posterJune 2022
On-site or Remote Working?: An Initial Solution on How COVID-19 Pandemic May Impact Augmented Reality Users
AVI '22: Proceedings of the 2022 International Conference on Advanced Visual InterfacesArticle No.: 65, Pages 1–3https://doi.org/10.1145/3531073.3534490As a cutting edge technique requiring high-precision equipment, augmented reality (AR) and its users are influenced by the ambient environment. With the tremendous effect brought by COVID-19 pandemic, most people have shifted from on-site working to ...
- research-articleJanuary 2022
Reward Design in Risk-Taking Contests
SIAM Journal on Financial Mathematics (SIFIN), Volume 13, Issue 1Pages 129–146https://doi.org/10.1137/21M1397386Following the risk-taking model of Seel and Strack, $n$ players decide when to stop privately observed Brownian motions with drift and absorption at zero. They are then ranked according to their level of stopping and paid a rank-dependent reward. We study ...
- research-articleDecember 2021
Teamwise Mean Field Competitions
Applied Mathematics and Optimization (APMO), Volume 84, Issue Suppl 1Pages 903–942https://doi.org/10.1007/s00245-021-09789-1AbstractThis paper studies competitions with rank-based reward among a large number of teams. Within each sizable team, we consider a mean-field contribution game in which each team member contributes to the jump intensity of a common Poisson project ...
- research-articleNovember 2021
Terminal Ranking Games
Mathematics of Operations Research (MOOR), Volume 46, Issue 4Pages 1349–1365https://doi.org/10.1287/moor.2020.1107We analyze a mean field tournament: a mean field game in which the agents receive rewards according to the ranking of the terminal value of their projects and are subject to cost of effort. Using Schrödinger bridges we are able to explicitly calculate the ...
- posterSeptember 2021
Augmented Reality with Industrial Process Tomography: To Support Complex Data Analysis in 3D Space
UbiComp/ISWC '21 Adjunct: Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable ComputersPages 56–58https://doi.org/10.1145/3460418.3479288Today, in-situ analyzing and monitoring are imperative for ensuring successful and healthy industrial processes in confined environments. With the rapid development of digitization, augmented reality (AR) has been utilized for letting people ...
- research-articleAugust 2021
“I Am Told to Be Happy”: An Exploration of Deep Learning in Affective Colormaps in Industrial Tomography
ICAIIS 2021: 2021 2nd International Conference on Artificial Intelligence and Information SystemsArticle No.: 7, Pages 1–5https://doi.org/10.1145/3469213.3469220Humans show different emotions in response to variant colormaps when facing visual presentations. The affect—colormap relationship thus becomes an important factor in human-in-the-loop systems. In this paper, we explore how to effectively exploit deep ...
- doctoral_thesisJanuary 2021
The Magic of Vision: Understanding What Happens in the Process
AbstractHow important is the human vision? Simply speaking, it is central for domain related users to understand a design, a framework, a process, or an application in terms of human-centered cognition. This thesis focuses on facilitating visual ...
- research-articleMay 2020
Condition Monitoring for Confined Industrial Process Based on Infrared Images by Using Deep Neural Network and Variants
IVSP '20: Proceedings of the 2020 2nd International Conference on Image, Video and Signal ProcessingPages 99–106https://doi.org/10.1145/3388818.3388823Some industrial processes take place in confined settings only observable by sensors, e.g. infrared (IR) cameras. Drying processes take place while a material is transported by means of a conveyor through a "black box" equipped with internal IR cameras. ...