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Machine learning based image classification algorithms, such as deep neural network approaches, will be increasingly employed in critical settings such as quality control in industry, where transparency and comprehensibility of decisions…

机器学习 · 计算机科学 2022-03-18 Dennis Müller , Michael März , Stephan Scheele , Ute Schmid

Timely and comprehensive understanding of emerging events is crucial for effective decision-making; automating situation report generation can significantly reduce the time, effort, and cost for intelligence analysts. In this work, we…

计算与语言 · 计算机科学 2024-05-29 Revanth Gangi Reddy , Daniel Lee , Yi R. Fung , Khanh Duy Nguyen , Qi Zeng , Manling Li , Ziqi Wang , Clare Voss , Heng Ji

The great diversity of end-user tasks ranging from manufacturing environments to personal homes makes pre-programming robots for general purpose applications extremely challenging. In fact, teaching robots new actions from scratch that can…

机器人学 · 计算机科学 2021-12-09 Ying Siu Liang , Damien Pellier , Humbert Fiorino , Sylvie Pesty

Graphical Abstracts (GAs) play a crucial role in visually conveying the key findings of scientific papers. Although recent research increasingly incorporates visual materials such as Figure 1 as de facto GAs, their potential to enhance…

计算机视觉与模式识别 · 计算机科学 2026-04-07 Takuro Kawada , Shunsuke Kitada , Sota Nemoto , Hitoshi Iyatomi

Exploring causal relationships for qualitative data analysis in HCI and social science research enables the understanding of user needs and theory building. However, current computational tools primarily characterize and categorize…

人机交互 · 计算机科学 2026-02-09 Han Meng , Qiuyuan Lyu , Peinuan Qin , Yitian Yang , Renwen Zhang , Wen-Chieh Lin , Yi-Chieh Lee

Large language models (LLMs), particularly those with reasoning capabilities, have rapidly advanced in recent years, demonstrating significant potential across a wide range of applications. However, their deployment in healthcare,…

人工智能 · 计算机科学 2025-02-27 Guoxin Wang , Minyu Gao , Shuai Yang , Ya Zhang , Lizhi He , Liang Huang , Hanlin Xiao , Yexuan Zhang , Wanyue Li , Lu Chen , Jintao Fei , Xin Li

We propose CoLyricist, an AI-assisted lyric writing tool designed to support the typical workflows of experienced lyricists and enhance their creative efficiency. While lyricists have unique processes, many follow common stages. Tools that…

人机交互 · 计算机科学 2026-02-27 Masahiro Yoshida , Bingxuan Li , Songyan Zhao , Qinyi Zhou , Shiwei Hu , Xiang Anthony Chen , Nanyun Peng

Brain-computer interfaces (BCIs) offer a way to interact with computers without relying on physical movements. Non-invasive electroencephalography (EEG)-based visual BCIs, known for efficient speed and calibration ease, face limitations in…

人机交互 · 计算机科学 2023-11-22 Changxing Huang , Nanlin Shi , Yining Miao , Xiaogang Chen , Yijun Wang , Xiaorong Gao

An Intelligent Tutoring System (ITS) has been shown to improve students' learning outcomes by providing a personalized curriculum that addresses individual needs of every student. However, despite the effectiveness and efficiency that ITS…

计算机与社会 · 计算机科学 2020-09-22 Byungsoo Kim , Hongseok Suh , Jaewe Heo , Youngduck Choi

In healthcare, thousands of safety incidents occur every year, but learning from these incidents is not effectively aggregated. Analysing incident reports using AI could uncover critical insights to prevent harm by identifying recurring…

人工智能 · 计算机科学 2024-07-12 Georgina Cosma , Mohit Kumar Singh , Patrick Waterson , Gyuchan Thomas Jun , Jonathan Back

We introduce GamePlot, an LLM-powered assistant that supports game designers in crafting immersive narratives for turn-based games, and allows them to test these games through a collaborative game play and refine the plot throughout the…

Existing Multi-Turn Composed Image Retrieval (MTCIR) datasets lack dialogue-history consistency and are restricted to the fashion domain. To address these limitations, we construct CIRCLED by extending FashionIQ, CIRR, and CIRCO. In…

计算机视觉与模式识别 · 计算机科学 2026-05-27 Tomohisa Takeda , Yu-Chieh Lin , Yuji Nozawa , Youyang Ng , Osamu Torii , Yusuke Matsui

Conducting data analysis typically involves authoring code to transform, visualize, analyze, and interpret data. Large language models (LLMs) are now capable of generating such code for simple, routine analyses. LLMs promise to democratize…

人机交互 · 计算机科学 2025-04-22 Stephen N. Freund , Brooke Simon , Emery D. Berger , Eunice Jun

Prompt engineering has made significant contributions to the era of large language models, yet its effectiveness depends on the skills of a prompt author. This paper introduces $\textit{iPrOp}$, a novel interactive prompt optimization…

计算与语言 · 计算机科学 2025-06-30 Jiahui Li , Roman Klinger

Finding enjoyable fiction books can be challenging, partly because stories are multi-faceted and one's own literary taste might be difficult to ascertain. Here, we introduce the ISAAC method (Introspection-Support, AI-Annotation, and…

数字图书馆 · 计算机科学 2025-03-06 Hannes Rosenbusch , Erdem Ozan Meral

Analyzing literature involves tracking interactions between characters, locations, and themes. Visualization has the potential to facilitate the mapping and analysis of these complex relationships, but capturing structured information from…

人机交互 · 计算机科学 2025-08-12 Catherine Yeh , Tara Menon , Robin Singh Arya , Helen He , Moira Weigel , Fernanda Viégas , Martin Wattenberg

Background: Ultrasound is one of the preferred choices for early screening of dense breast cancer. Clinically, doctors have to manually write the screening report which is time-consuming and laborious, and it is easy to miss and miswrite.…

图像与视频处理 · 电气工程与系统科学 2022-05-24 Shuang Ge , Qiongyu Ye , Wenquan Xie , Desheng Sun , Huabin Zhang , Xiaobo Zhou , Kehong Yuan

We present an approach of using AI to model and simulate biology and life. Why is it important? Because at the core of medicine, pharmacy, public health, longevity, agriculture and food security, environmental protection, and clean energy,…

人工智能 · 计算机科学 2024-12-11 Le Song , Eran Segal , Eric Xing

This paper presents a systematic solution for the intelligent recognition and automatic analysis of microscopy images. We developed a data engine that generates high-quality annotated datasets through a combination of the collection of…

图像与视频处理 · 电气工程与系统科学 2025-08-27 Yanhui Hong , Nan Wang , Zhiyi Xia , Haoyi Tao , Xi Fang , Yiming Li , Jiankun Wang , Peng Jin , Xiaochen Cai , Shengyu Li , Ziqi Chen , Zezhong Zhang , Guolin Ke , Linfeng Zhang

Brain Computer Interface (BCI) technologies have the potential to improve the lives of millions of people around the world, whether through assistive technologies or clinical diagnostic tools. Despite advancements in the field, however, at…

机器学习 · 计算机科学 2023-01-31 Chad Mello , Troy Weingart , Ethan M. Rudd