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This paper argues that continual learning methods can benefit by splitting the capacity of the learner across multiple models. We use statistical learning theory and experimental analysis to show how multiple tasks can interact with each…

机器学习 · 计算机科学 2024-05-07 Rahul Ramesh , Pratik Chaudhari

Large-language models (LLMs) hold significant promise in improving human-robot interaction, offering advanced conversational skills and versatility in managing diverse, open-ended user requests in various tasks and domains. Despite the…

机器人学 · 计算机科学 2024-01-09 Callie Y. Kim , Christine P. Lee , Bilge Mutlu

We present YOLOBench, a benchmark comprised of 550+ YOLO-based object detection models on 4 different datasets and 4 different embedded hardware platforms (x86 CPU, ARM CPU, Nvidia GPU, NPU). We collect accuracy and latency numbers for a…

计算机视觉与模式识别 · 计算机科学 2023-08-22 Ivan Lazarevich , Matteo Grimaldi , Ravish Kumar , Saptarshi Mitra , Shahrukh Khan , Sudhakar Sah

Creating and improvising scenarios for content approaching is an enriching technique in education. However, it comes with a significant increase in the time spent on its planning, which intensifies when using complex technologies, such as…

计算机与社会 · 计算机科学 2025-08-26 Daniel Tozadore , Nur Ertug , Yasmine Chaker , Mortadha Abderrahim

Social anxiety is a prevalent mental health condition that can significantly impact overall well-being and quality of life. Despite its widespread effects, adequate support or treatment for social anxiety is often insufficient. Advances in…

机器人学 · 计算机科学 2025-11-06 Vesna Poprcova , Iulia Lefter , Martijn Warnier , Frances Brazier

People can generate high-quality ideas by building on each other's ideas. By enabling individuals to contribute their ideas at their own comfortable time and method (i.e., asynchronous ideation), they can deeply engage in ideation and…

人机交互 · 计算机科学 2025-03-06 Joongi Shin , Ankit Khatri , Michael A. Hedderich , Andrés Lucero , Antti Oulasvirta

Social robots, owing to their embodied physical presence in human spaces and the ability to directly interact with the users and their environment, have a great potential to support children in various activities in education, healthcare…

机器人学 · 计算机科学 2024-04-23 Irina Rudenko , Andrey Rudenko , Achim J. Lilienthal , Kai O. Arras , Barbara Bruno

When the human-robot interactions become ubiquitous, the environment surrounding these interactions will have significant impact on the safety and comfort of the human and the effectiveness and efficiency of the robot. Although most robots…

机器人学 · 计算机科学 2020-11-17 Jixuan Zhi , Lap-Fai Yu , Jyh-Ming Lien

Insects are abundant species on the earth, and the task of identification and identification of insects is complex and arduous. How to apply artificial intelligence technology and digital image processing methods to automatic identification…

计算机视觉与模式识别 · 计算机科学 2020-04-28 Bohan Liang , Shangxi Wu , Kaiyuan Xu , Jingyu Hao

Humanoid robots are anticipated to acquire a wide range of locomotion capabilities while ensuring natural movement across varying speeds and terrains. Existing methods encounter a fundamental dilemma in learning humanoid locomotion:…

机器人学 · 计算机科学 2025-03-20 Le Ma , Ziyu Meng , Tengyu Liu , Yuhan Li , Ran Song , Wei Zhang , Siyuan Huang

We present a pilot study on crea.blender, a novel co-creative game designed for large-scale, systematic assessment of distinct constructs of human creativity. Co-creative systems are systems in which humans and computers (often with Machine…

The topic of joint actions has been deeply studied in the context of Human-Human interaction in order to understand how humans cooperate. Creating autonomous robots that collaborate with humans is a complex problem, where it is relevant to…

机器人学 · 计算机科学 2016-03-03 Sandra Devin , Grégoire Milliez , Michelangelo Fiore , Aurélie Clodic , Rachid Alami

In this work, we describe our approach to developing an intelligent and robust social robotic system for the Nadine social robot platform. We achieve this by integrating Large Language Models (LLMs) and skilfully leveraging the powerful…

机器人学 · 计算机科学 2024-05-31 Hangyeol Kang , Maher Ben Moussa , Nadia Magnenat-Thalmann

In recent years, various intelligent autonomous robots have begun to appear in daily life and production. Desktop-level robots are characterized by their flexible deployment, rapid response, and suitability for light workload environments.…

机器人学 · 计算机科学 2024-05-28 Haohua Que , Wenbin Pan , Jie Xu , Hao Luo , Pei Wang , Li Zhang

Interactive Task Learning (ITL) is an emerging research agenda that studies the design of complex intelligent robots that can acquire new knowledge through natural human teacher-robot learner interactions. ITL methods are particularly…

机器人学 · 计算机科学 2021-07-06 Preeti Ramaraj , Charles L. Ortiz, , Shiwali Mohan

Group processes refer to the dynamics that occur within a group and are critical for understanding how groups function. With robots being increasingly placed within small groups, improving these processes has emerged as an important…

机器人学 · 计算机科学 2025-12-15 Thomas H. Weisswange , Hifza Javed , Manuel Dietrich , Malte F. Jung , Nawid Jamali

Complex robot behaviour typically requires the integration of multiple robotic and Artificial Intelligence (AI) techniques and components. Integrating such disparate components into a coherent system, while also ensuring global properties…

人工智能 · 计算机科学 2023-10-20 Bernhard Hengst , Maurice Pagnucco , David Rajaratnam , Claude Sammut , Michael Thielscher

Social robots are increasingly being explored as tools to support emotional wellbeing, particularly in non-clinical settings. Drawing on a range of empirical studies and practical deployments, this paper outlines six key insights that…

机器人学 · 计算机科学 2025-06-17 Guy Laban , Micol Spitale , Minja Axelsson , Nida Itrat Abbasi , Hatice Gunes

Now a days, UAVs such as drones are greatly used for various purposes like that of capturing and target detection from ariel imagery etc. Easy access of these small ariel vehicles to public can cause serious security threats. For instance,…

计算机视觉与模式识别 · 计算机科学 2022-01-11 Aleena Ajaz , Ayesha Salar , Tauseef Jamal , Asif Ullah Khan

In this work we investigate how children ages 5-12 perceive, understand, and use generative AI models such as a text-based LLMs ChatGPT and a visual-based model DALL-E. Generative AI is newly being used widely since chatGPT. Children are…

人机交互 · 计算机科学 2024-05-24 Eliza Kosoy , Soojin Jeong , Anoop Sinha , Alison Gopnik , Tanya Kraljic
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